work experience 💼
Software Development & AI Specialist for Co-Design
Infineon Technologies
Jan 2024 - Present
Build AI/ML and production software for electronic design automation and RF co-design workflows.
Developed a retrieval-augmented coding assistant for domain-specific languages and an internal ecosystem of tool-using AI agents.
Organize internal agentic-AI knowledge-sharing sessions; received the Infineon Austria Innovation Award for Digital Transformation (2025).
AI Engineer (Freelance)
Ariane8 Longevity Labs
Aug 2025 – Apr 2026
Built a full-stack AI application for interpreting blood-test results and supporting lifestyle decisions.
Developed multi-agent workflows with Next.js, TypeScript, n8n, retrieval-augmented generation and biomarker analysis.
Designed data handling, authentication and deployment workflows for a working prototype.
Data Annotator
CogvisAI GmbH
March 2023 - Jan 2025 (1 year 10 months)
Label 3D data to help prevent falls and increase safety for the elderly
Student Assistant
St. Pölten University of Applied Sciences
March 2023 - Mar 2024 (1 year)
Collaborate on computer vision and machine learning projects
- Intelligent Multimodal Real Estate Agent (IMREA)
- sEXism Identification in Social neTworks (EXIST)
- TrustAI, explainable AI, active learning
Work as part of the Media Computing group at the Institute of Creative Media Technologies
FEMTech Intern
Austrian Institute of Technology (AIT)
June - Nov 2023 (6 months)
Work as part of the Digital Resilient Cities group at the Center for Energy
Research multidisciplinary methods in using VR/AR and 3D modelling to visualize AI predictions
Created a real-time object detection platform with computer vision to bridge analog interaction and digital systems in urban planning, presented at the Ars Electronica Festival and Barcelona’s Smart City Expo
Student Assistant & Tutor
Johannes Kepler University Linz
July 2022 - February 2023 (8 months)
Developed and improved automatic unit-tests for Jupyter notebook exercises
Graded assignments for the Machine Learning: Supervised Techniques course
Research Intern in Unsupervised Learning
Institute of Advanced Research in Artificial Intelligence (IARAI)
Mar – Sep 2022
Programmed ANN layers that can handle geospatial vector data
Created a DRL environment that can input remote sensing imagery and classify pixels
Built a customizable data generator for topological embedding classification
Head of NLP, AI for Education R&D
Indonesia AI
Nov 2021 – Jul 2022
Led a seven-person NLP team, coordinating research and technical education.
Co-organized an AI Talks webinar with invited AI/NLP experts attended by 300+ participants.
Conducted NLP research on Indonesia’s education system during COVID-19.
Created AI/NLP educational content and delivered a talk on responsible AI.
Data Science Intern
Sekolah.mu
October 2021 - April 2022 (6 months)
Developed & implemented a content-based recommendation system & sentiment analysis
Conducted topic modeling investigation into product reviews
IT Intern
Cakrawala Bahasa
September - November 2021 (3 months)
Handled front-end and back-end development of the company's website
Managed the website's SEO
Won the "Best IT Intern" award
Utilized React JS, Laravel, and Sprint development method (HTML, CSS, JavaScript)
Marketing & Design Apprentice
Social Media Marketing Agency Austria (SMMA.at)
June - December 2019 (7 months)
Set up the company's logo, brand strategy, and brand direction
Designed the website & funnels for the company's e-commerce business
Developed brand/content strategies, logos, landing pages, and social media templates for SMMA.AT's six happy clients
🎓 Education
M.Sc. in Medical Engineering & Analytics
Carinthian University of Applied Sciences
2025 – 2027 (expected)
Subjects: Applied Medical Image & Signal Analysis | AI in Clinical Imaging | Deep Learning in Medical Applications | Augmented Visualization in Medicine | Neuroscience | …
ELLIS-CISPA Summer School in Trustworthy AI in Foundational Models
CISPA - Helmholtz Center for Information Security
2025
Received a full travel grant and presented a poster on explainable AI in Saarbrücken, Germany. The program explored trustworthy foundation models, adversarial machine learning, privacy and security.
B.Sc. in Artificial Intelligence
Johannes Kepler University Linz
2020 – 2025
Specialization: AI in Life Sciences
GPA: 3.87/4.00 (1.6 in Austrian scale)
Subjects: Responsible AI | NLP | Machine Learning & Pattern Classification | Mathematics for AI | Reinforcement Learning | ML Supervised Techniques | ML Unsupervised Techniques | Intelligent Transportation Systems | …
Founding Lab 2023
Ars Electronica & Institute of Digital Sciences Austria (IDSA)
2023
Selected among 75 participants from 338 applicants for an interdisciplinary program by Ars Electronica and IDSA focused on digital transformation. Co-created “AI Arcade”, an interactive exhibition about AI and data bias, presented at Ars Electronica Festival 2023.
Act.ival for Future 2023
Solidarity Action Day Movement in Europe (SAME)
2023
A conference for young people active in civil society from all over Europe to exchange ideas, learn and inspire each other. The programme combines workshops, talks, debates, games, music and art connected to important social issues for young people in Europe.
The Festival University 2022
Ars Electronica & Johannes Kepler University Linz
2022
Selected as one of 200 participants from all around world to explore and define new pathways towards transformational change in a fully-funded 4-week program titled „Welcome to Planet B“.
The focus is not just on climate change and its effects itself, but extends to the even more important questions of how we as a society, as nations, as a global community can respond to the challenges it poses.
Deep Learning & Computational Neuroscience
Neuromatch Academy Summer Program
2021
Completed a six-week intensive course in deep learning and computational neuroscience with hands-on projects to build custom CNN models for galaxy image classification and brain activity prediction using labeled fMRI responses.
BCI & Neurotechnology Spring School
g.tec medical engineering GmbH
2021
Learned how to utilize brain-computer interfaces (BCIs) in combination with EEG/fNIRS and ECoG in fields such as neuromarketing, motor rehabilitation, and brain assessment.
📰 PUBLICATIONS
2026 / AIROV / PEER-REVIEWED EXTENDED ABSTRACT
AUTHORS
Nathanya Q. Satriani.
PUBLISHED IN
Proceedings of the Austrian Symposium on AI, Robotics, and Vision, 3(1), pp. 26–30.
SUMMARY
Investigates when diagnostic language models follow an incorrect user hypothesis despite contrary clinical evidence. Using MedQA-based prompts, the study tests authority cues, repeated pushback and prompting interventions across three models. Multi-reason Devil’s Advocate prompts reduce sycophancy, while resilience weakens during persistent multi-turn pressure.
2026 / AIROV / PEER-REVIEWED EXTENDED ABSTRACT
AUTHORS
Nathanya Q. Satriani.
PUBLISHED IN
Proceedings of the Austrian Symposium on AI, Robotics, and Vision, 3(1), pp. 12–16.
SUMMARY
Examines whether apparently strong IBS classification results reflect biological signal or overfitting. A four-stage workflow combines leakage checks, consistent preprocessing, learning curves and SHAP explanations on a small biomedical cohort. Resampling exposes unstable performance, while metabolite attributions suggest biologically plausible signals that require cautious interpretation.
2025 / IEEE CBMI / PEER-REVIEWED CONFERENCE PAPER
AUTHORS
Nathanya Queby Satriani, Djordje Slijepčević, Markus Schedl and Matthias Zeppelzauer.
PUBLISHED IN
Proceedings of the 22nd IEEE International Conference on Content-Based Multimedia Indexing (CBMI 2025), pp. 1–8.
SUMMARY
Studies how feedback on model explanations can reduce spurious correlations in visual gender classification. It compares CAIPI, Right for the Right Reasons and a hybrid approach, evaluated using GradCAM and Bounded Logit Attention. The findings highlight fairness–accuracy trade-offs and CAIPI’s potential to improve both relevant feature use and classification performance.
2023 / CLEF WORKING NOTES / PEER-REVIEWED PAPER
AUTHORS
Jaqueline Böck, Mina Schütz, Daria Liakhovets, Nathanya Queby Satriani, Andreas Babic, Djordje Slijepčević, Matthias Zeppelzauer and Alexander Schindler.
PUBLISHED IN
Working Notes of CLEF 2023, CEUR Workshop Proceedings, vol. 3497, pp. 878–890.
SUMMARY
Presents the AIT_FHSTP team’s systems for detecting and categorizing sexism in English and Spanish social-media text. The approaches combine XLM-RoBERTa with sentiment, toxicity and hand-crafted features, PCA and Random Forest classification. The team achieved first place for Spanish and second for English on the task-2 soft–soft source-intention evaluation.
💻 tECH STACK / TOOLS
Python
Javascript
HTML
CSS
R
Figma
adobe suite
tensorflow
pytorch
keras
SKlearn
react js
sql
blender
rhino
opencv
grasshopper
qgis
AWS
azure
gcp
scipy
numpy
spacy
git
🏆 Awards & achievements
Python
Javascript
HTML
CSS
R
Figma
adobe suite
tensorflow
pytorch
keras
SKlearn
react js
sql
blender
rhino
opencv
grasshopper
qgis
AWS
azure
gcp
scipy
numpy
spacy
git
🏆 Awards & achievements
🏢 Organizations
Organizing Team
Campus Compile
2026 – present
Helping establish a student-led AI and software community in Carinthia and organize an upcoming hackathon at the University of Klagenfurt (27–29 November 2026), targeting approximately 100 participants across 25 teams.
Marketing & Design Department Member
neuron.ai
Nov 2022 – Jun 2024
Helped organize and promote AI talks, hands-on workshops and networking events in Linz. Supported event communications, social media and visual design, including AI in Medicine at JKU Linz (100+ attendees).
Youth Coordinator & Mentor
Women in AI & Robotics
Aug 2021 – 2023
Helped develop the youth program, co-host AI/data events and mentor hackathon participants, including RoboArt Hackathon 2022. Supported technical workshops, outreach and communication.
Content Writer & Graphic Designer
Youth in STEM Indonesia
July 2021 - July 2023 (2 years)
Created STEM articles and graphics; mentored and judged Youth in Hack 2023, delivered a pitching webinar and led a hands-on PyCaret workshop.
Deputy Director of Communication, Media & Information
Overseas Indonesian Students' Association Alliance (OISAA)
Aug 2021 – Aug 2022
Coordinated communications across three departments in the America–Europe regional student association, supporting an 18-member team.
Previously led the Graphic Design Department and supported organizational visual communications.
🤝 Volunteer experience
Student Volunteer
International Joint Conferences in Artificial Intelligence (IJCAI/ECAI)
July 2022
Volunteered at the international joint AI conferences in Vienna, supporting event operations and organizational tasks.
Volunteer
WeAreDevelopers
2022, 2019 & 2018
Volunteered at World Congress 2022, Congress Vienna 2019 and AI Congress Vienna 2018. In 2019, worked with the All-Rounders team on venue operations and coordination across conference teams.
Event Volunteer
TEDxVienna
2021
Supported TEDxVienna as part of its all-rounder volunteer team, helping with event operations.
Creative Designer
Berkas Neuron
May - July 2021 (3 months)
Designed neuroscience-related social media feed posts and stories to be published on the NGO's Instagram account
Media & Communications Volunteer
PPI Austria
Dec 2019 – Dec 2020
Managed social-media posts, documented events, edited videos, conducted interviews and designed visual communication materials.
Workshop Volunteer
WordCamp Vienna
Feb 2020 & Apr 2019
Contributed to WordPress community activities in February 2020. In April 2019, helped teach children to create their own websites and blogs at WordCamp Vienna’s WordPress Workshop for Kids.
Volunteer
The Brainstorms Scientific GmbH
June - October 2019 (5 months)
Supported neuroscience and AI meetups over several months, including attendee registration, cloakroom duties and on-site logistics.
Programming Trainer
Head in the Clouds Workshop
Sep 2019
Taught children programming fundamentals and computational thinking through hands-on activities.
Volunteer
International Cultural Diversity Organization (ICDO)
September 2018 - September 2019
Provided immediate responses to questions from other volunteers and helped organize the highly successful events The Long Night of Intercultural Dialogue, which took place in five different venues in Vienna, and The Long Nights of Interculturality, which was attended by representatives from more than 60 countries
Curriculum
Vitae
work experience 💼
Software Development & AI Specialist for Co-Design
Infineon Technologies
Jan 2024 - Present
Build AI/ML and production software for electronic design automation and RF co-design workflows.
Developed a retrieval-augmented coding assistant for domain-specific languages and an internal ecosystem of tool-using AI agents.
Organize internal agentic-AI knowledge-sharing sessions; received the Infineon Austria Innovation Award for Digital Transformation (2025).
AI Engineer (Freelance)
Ariane8 Longevity Labs
Aug 2025 – Apr 2026
Built a full-stack AI application for interpreting blood-test results and supporting lifestyle decisions.
Developed multi-agent workflows with Next.js, TypeScript, n8n, retrieval-augmented generation and biomarker analysis.
Designed data handling, authentication and deployment workflows for a working prototype.
Data Annotator
CogvisAI GmbH
March 2023 - Jan 2025 (1 year 10 months)
Label 3D data to help prevent falls and increase safety for the elderly
Student Assistant
St. Pölten University of Applied Sciences
March 2023 - Mar 2024 (1 year)
Collaborate on computer vision and machine learning projects
- Intelligent Multimodal Real Estate Agent (IMREA)
- sEXism Identification in Social neTworks (EXIST)
- TrustAI, explainable AI, active learning
Work as part of the Media Computing group at the Institute of Creative Media Technologies
FEMTech Intern
Austrian Institute of Technology (AIT)
June - Nov 2023 (6 months)
Work as part of the Digital Resilient Cities group at the Center for Energy
Research multidisciplinary methods in using VR/AR and 3D modelling to visualize AI predictions
Created a real-time object detection platform with computer vision to bridge analog interaction and digital systems in urban planning, presented at the Ars Electronica Festival and Barcelona’s Smart City Expo
Student Assistant & Tutor
Johannes Kepler University Linz
July 2022 - February 2023 (8 months)
Developed and improved automatic unit-tests for Jupyter notebook exercises
Graded assignments for the Machine Learning: Supervised Techniques course
Research Intern in Unsupervised Learning
Institute of Advanced Research in Artificial Intelligence (IARAI)
Mar – Sep 2022
Programmed ANN layers that can handle geospatial vector data
Created a DRL environment that can input remote sensing imagery and classify pixels
Built a customizable data generator for topological embedding classification
Head of NLP, AI for Education R&D
Indonesia AI
Nov 2021 – Jul 2022
Led a seven-person NLP team, coordinating research and technical education.
Co-organized an AI Talks webinar with invited AI/NLP experts attended by 300+ participants.
Conducted NLP research on Indonesia’s education system during COVID-19.
Created AI/NLP educational content and delivered a talk on responsible AI.
Data Science Intern
Sekolah.mu
October 2021 - April 2022 (6 months)
Developed & implemented a content-based recommendation system & sentiment analysis
Conducted topic modeling investigation into product reviews
IT Intern
Cakrawala Bahasa
September - November 2021 (3 months)
Handled front-end and back-end development of the company's website
Managed the website's SEO
Won the "Best IT Intern" award
Utilized React JS, Laravel, and Sprint development method (HTML, CSS, JavaScript)
Marketing & Design Apprentice
Social Media Marketing Agency Austria (SMMA.at)
June - December 2019 (7 months)
Set up the company's logo, brand strategy, and brand direction
Designed the website & funnels for the company's e-commerce business
Developed brand/content strategies, logos, landing pages, and social media templates for SMMA.AT's six happy clients
🎓 Education
M.Sc. in Medical Engineering & Analytics
Carinthian University of Applied Sciences
2025 – 2027 (expected)
Subjects: Applied Medical Image & Signal Analysis | AI in Clinical Imaging | Deep Learning in Medical Applications | Augmented Visualization in Medicine | Neuroscience | …
ELLIS-CISPA Summer School in Trustworthy AI in Foundational Models
CISPA - Helmholtz Center for Information Security
2025
Received a full travel grant and presented a poster on explainable AI in Saarbrücken, Germany. The program explored trustworthy foundation models, adversarial machine learning, privacy and security.
B.Sc. in Artificial Intelligence
Johannes Kepler University Linz
2020 – 2025
Specialization: AI in Life Sciences
GPA: 3.87/4.00 (1.6 in Austrian scale)
Subjects: Responsible AI | NLP | Machine Learning & Pattern Classification | Mathematics for AI | Reinforcement Learning | ML Supervised Techniques | ML Unsupervised Techniques | Intelligent Transportation Systems | …
Founding Lab 2023
Ars Electronica & Institute of Digital Sciences Austria (IDSA)
2023
Selected among 75 participants from 338 applicants for an interdisciplinary program by Ars Electronica and IDSA focused on digital transformation. Co-created “AI Arcade”, an interactive exhibition about AI and data bias, presented at Ars Electronica Festival 2023.
Act.ival for Future 2023
Solidarity Action Day Movement in Europe (SAME)
2023
A conference for young people active in civil society from all over Europe to exchange ideas, learn and inspire each other. The programme combines workshops, talks, debates, games, music and art connected to important social issues for young people in Europe.
The Festival University 2022
Ars Electronica & Johannes Kepler University Linz
2022
Selected as one of 200 participants from all around world to explore and define new pathways towards transformational change in a fully-funded 4-week program titled „Welcome to Planet B“.
The focus is not just on climate change and its effects itself, but extends to the even more important questions of how we as a society, as nations, as a global community can respond to the challenges it poses.
Deep Learning & Computational Neuroscience
Neuromatch Academy Summer Program
2021
Completed a six-week intensive course in deep learning and computational neuroscience with hands-on projects to build custom CNN models for galaxy image classification and brain activity prediction using labeled fMRI responses.
BCI & Neurotechnology Spring School
g.tec medical engineering GmbH
2021
Learned how to utilize brain-computer interfaces (BCIs) in combination with EEG/fNIRS and ECoG in fields such as neuromarketing, motor rehabilitation, and brain assessment.
📰 PUBLICATIONS
2026 / AIROV / PEER-REVIEWED EXTENDED ABSTRACT
AUTHORS
Nathanya Q. Satriani.
PUBLISHED IN
Proceedings of the Austrian Symposium on AI, Robotics, and Vision, 3(1), pp. 26–30.
SUMMARY
Investigates when diagnostic language models follow an incorrect user hypothesis despite contrary clinical evidence. Using MedQA-based prompts, the study tests authority cues, repeated pushback and prompting interventions across three models. Multi-reason Devil’s Advocate prompts reduce sycophancy, while resilience weakens during persistent multi-turn pressure.
2026 / AIROV / PEER-REVIEWED EXTENDED ABSTRACT
AUTHORS
Nathanya Q. Satriani.
PUBLISHED IN
Proceedings of the Austrian Symposium on AI, Robotics, and Vision, 3(1), pp. 12–16.
SUMMARY
Examines whether apparently strong IBS classification results reflect biological signal or overfitting. A four-stage workflow combines leakage checks, consistent preprocessing, learning curves and SHAP explanations on a small biomedical cohort. Resampling exposes unstable performance, while metabolite attributions suggest biologically plausible signals that require cautious interpretation.
2025 / IEEE CBMI / PEER-REVIEWED CONFERENCE PAPER
AUTHORS
Nathanya Queby Satriani, Djordje Slijepčević, Markus Schedl and Matthias Zeppelzauer.
PUBLISHED IN
Proceedings of the 22nd IEEE International Conference on Content-Based Multimedia Indexing (CBMI 2025), pp. 1–8.
SUMMARY
Studies how feedback on model explanations can reduce spurious correlations in visual gender classification. It compares CAIPI, Right for the Right Reasons and a hybrid approach, evaluated using GradCAM and Bounded Logit Attention. The findings highlight fairness–accuracy trade-offs and CAIPI’s potential to improve both relevant feature use and classification performance.
2023 / CLEF WORKING NOTES / PEER-REVIEWED PAPER
AUTHORS
Jaqueline Böck, Mina Schütz, Daria Liakhovets, Nathanya Queby Satriani, Andreas Babic, Djordje Slijepčević, Matthias Zeppelzauer and Alexander Schindler.
PUBLISHED IN
Working Notes of CLEF 2023, CEUR Workshop Proceedings, vol. 3497, pp. 878–890.
SUMMARY
Presents the AIT_FHSTP team’s systems for detecting and categorizing sexism in English and Spanish social-media text. The approaches combine XLM-RoBERTa with sentiment, toxicity and hand-crafted features, PCA and Random Forest classification. The team achieved first place for Spanish and second for English on the task-2 soft–soft source-intention evaluation.
💻 tECH STACK / TOOLS
Python
Javascript
HTML
CSS
R
Figma
adobe suite
tensorflow
pytorch
keras
SKlearn
react js
sql
blender
rhino
opencv
grasshopper
qgis
AWS
azure
gcp
scipy
numpy
spacy
git
🏆 Awards & achievements
Python
Javascript
HTML
CSS
R
Figma
adobe suite
tensorflow
pytorch
keras
SKlearn
react js
sql
blender
rhino
opencv
grasshopper
qgis
AWS
azure
gcp
scipy
numpy
spacy
git
🏆 Awards & achievements
🏢 Organizations
Organizing Team
Campus Compile
2026 – present
Helping establish a student-led AI and software community in Carinthia and organize an upcoming hackathon at the University of Klagenfurt (27–29 November 2026), targeting approximately 100 participants across 25 teams.
Marketing & Design Department Member
neuron.ai
Nov 2022 – Jun 2024
Helped organize and promote AI talks, hands-on workshops and networking events in Linz. Supported event communications, social media and visual design, including AI in Medicine at JKU Linz (100+ attendees).
Youth Coordinator & Mentor
Women in AI & Robotics
Aug 2021 – 2023
Helped develop the youth program, co-host AI/data events and mentor hackathon participants, including RoboArt Hackathon 2022. Supported technical workshops, outreach and communication.
Content Writer & Graphic Designer
Youth in STEM Indonesia
July 2021 - July 2023 (2 years)
Created STEM articles and graphics; mentored and judged Youth in Hack 2023, delivered a pitching webinar and led a hands-on PyCaret workshop.
Deputy Director of Communication, Media & Information
Overseas Indonesian Students' Association Alliance (OISAA)
Aug 2021 – Aug 2022
Coordinated communications across three departments in the America–Europe regional student association, supporting an 18-member team.
Previously led the Graphic Design Department and supported organizational visual communications.
🤝 Volunteer experience
Student Volunteer
International Joint Conferences in Artificial Intelligence (IJCAI/ECAI)
July 2022
Volunteered at the international joint AI conferences in Vienna, supporting event operations and organizational tasks.
Volunteer
WeAreDevelopers
2022, 2019 & 2018
Volunteered at World Congress 2022, Congress Vienna 2019 and AI Congress Vienna 2018. In 2019, worked with the All-Rounders team on venue operations and coordination across conference teams.
Event Volunteer
TEDxVienna
2021
Supported TEDxVienna as part of its all-rounder volunteer team, helping with event operations.
Creative Designer
Berkas Neuron
May - July 2021 (3 months)
Designed neuroscience-related social media feed posts and stories to be published on the NGO's Instagram account
Media & Communications Volunteer
PPI Austria
Dec 2019 – Dec 2020
Managed social-media posts, documented events, edited videos, conducted interviews and designed visual communication materials.
Workshop Volunteer
WordCamp Vienna
Feb 2020 & Apr 2019
Contributed to WordPress community activities in February 2020. In April 2019, helped teach children to create their own websites and blogs at WordCamp Vienna’s WordPress Workshop for Kids.
Volunteer
The Brainstorms Scientific GmbH
June - October 2019 (5 months)
Supported neuroscience and AI meetups over several months, including attendee registration, cloakroom duties and on-site logistics.
Programming Trainer
Head in the Clouds Workshop
Sep 2019
Taught children programming fundamentals and computational thinking through hands-on activities.
Volunteer
International Cultural Diversity Organization (ICDO)
September 2018 - September 2019
Provided immediate responses to questions from other volunteers and helped organize the highly successful events The Long Night of Intercultural Dialogue, which took place in five different venues in Vienna, and The Long Nights of Interculturality, which was attended by representatives from more than 60 countries
Curriculum
Vitae
work experience 💼
Software Development & AI Specialist for Co-Design
Infineon Technologies
Jan 2024 - Present
Build AI/ML and production software for electronic design automation and RF co-design workflows.
Developed a retrieval-augmented coding assistant for domain-specific languages and an internal ecosystem of tool-using AI agents.
Organize internal agentic-AI knowledge-sharing sessions; received the Infineon Austria Innovation Award for Digital Transformation (2025).
AI Engineer (Freelance)
Ariane8 Longevity Labs
Aug 2025 – Apr 2026
Built a full-stack AI application for interpreting blood-test results and supporting lifestyle decisions.
Developed multi-agent workflows with Next.js, TypeScript, n8n, retrieval-augmented generation and biomarker analysis.
Designed data handling, authentication and deployment workflows for a working prototype.
Data Annotator
CogvisAI GmbH
March 2023 - Jan 2025 (1 year 10 months)
Label 3D data to help prevent falls and increase safety for the elderly
Student Assistant
St. Pölten University of Applied Sciences
March 2023 - Mar 2024 (1 year)
Collaborate on computer vision and machine learning projects
- Intelligent Multimodal Real Estate Agent (IMREA)
- sEXism Identification in Social neTworks (EXIST)
- TrustAI, explainable AI, active learning
Work as part of the Media Computing group at the Institute of Creative Media Technologies
FEMTech Intern
Austrian Institute of Technology (AIT)
June - Nov 2023 (6 months)
Work as part of the Digital Resilient Cities group at the Center for Energy
Research multidisciplinary methods in using VR/AR and 3D modelling to visualize AI predictions
Created a real-time object detection platform with computer vision to bridge analog interaction and digital systems in urban planning, presented at the Ars Electronica Festival and Barcelona’s Smart City Expo
Student Assistant & Tutor
Johannes Kepler University Linz
July 2022 - Feb 2023 (8 months)
Developed and improved automatic unit-tests for Jupyter notebook exercises
Graded assignments for the Machine Learning: Supervised Techniques course
Research Intern in Unsupervised Learning
Institute of Advanced Research in Artificial Intelligence (IARAI)
Mar – Sep 2022
Programmed ANN layers that can handle geospatial vector data
Created a DRL environment that can input remote sensing imagery and classify pixels
Built a customizable data generator for topological embedding classification
Head of NLP, AI for Education R&D
Indonesia AI
Nov 2021 – Jul 2022
Led a seven-person NLP team, coordinating research and technical education.
Co-organized an AI Talks webinar with invited AI/NLP experts attended by 300+ participants.
Conducted NLP research on Indonesia’s education system during COVID-19.
Created AI/NLP educational content and delivered a talk on responsible AI.
Data Science Intern
Sekolah.mu
Oct 2021 - April 2022 (6 months)
Developed & implemented a content-based recommendation system & sentiment analysis
Conducted topic modeling investigation into product reviews
IT Intern
Cakrawala Bahasa
Sep - Nov 2021 (3 months)
Handled front-end and back-end development of the company's website
Managed the website's SEO
Won the "Best IT Intern" award
Utilized React JS, Laravel, and Sprint development method (HTML, CSS, JavaScript)
Marketing & Design Apprentice
Social Media Marketing Agency Austria (SMMA.at)
June - Dec 2019 (7 months)
Set up the company's logo, brand strategy, and brand direction
Designed the website & funnels for the company's e-commerce business
Developed brand/content strategies, logos, landing pages, and social media templates for SMMA.AT's six happy clients
🎓 Education
M.Sc. in Medical Engineering & Analytics
Carinthian University of Applied Sciences
2025 – 2027 (expected)
Subjects: Applied Medical Image & Signal Analysis | AI in Clinical Imaging | Deep Learning in Medical Applications | Augmented Visualization in Medicine | Neuroscience | …
ELLIS-CISPA Summer School in Trustworthy AI in Foundational Models
CISPA - Helmholtz Center for Information Security
2025
Received a full travel grant and presented a poster on explainable AI in Saarbrücken, Germany. The program explored trustworthy foundation models, adversarial machine learning, privacy and security.
B.Sc. in Artificial Intelligence
Johannes Kepler University Linz
2020 – 2025
Specialization: AI in Life Sciences
GPA: 3.87/4.00 (1.6 in Austrian scale)
Subjects: Responsible AI | NLP | Machine Learning & Pattern Classification | Mathematics for AI | Reinforcement Learning | ML Supervised Techniques | ML Unsupervised Techniques | Intelligent Transportation Systems | …
Founding Lab 2023
Ars Electronica & Institute of Digital Sciences Austria (IDSA)
2023
Selected among 75 participants from 338 applicants for an interdisciplinary program by Ars Electronica and IDSA focused on digital transformation. Co-created “AI Arcade”, an interactive exhibition about AI and data bias, presented at Ars Electronica Festival 2023.
Act.ival for Future 2023
Solidarity Action Day Movement in Europe (SAME)
2023
A conference for young people active in civil society from all over Europe to exchange ideas, learn and inspire each other. The programme combines workshops, talks, debates, games, music and art connected to important social issues for young people in Europe.
The Festival University 2022
Ars Electronica & Johannes Kepler University Linz
2022
Selected as one of 200 participants from all around world to explore and define new pathways towards transformational change in a fully-funded 4-week program titled „Welcome to Planet B“.
The focus is not just on climate change and its effects itself, but extends to the even more important questions of how we as a society, as nations, as a global community can respond to the challenges it poses.
Deep Learning & Computational Neuroscience
Neuromatch Academy Summer Program
2021
Completed a six-week intensive course in deep learning and computational neuroscience with hands-on projects to build custom CNN models for galaxy image classification and brain activity prediction using labeled fMRI responses.
BCI & Neurotechnology Spring School
g.tec medical engineering GmbH
2021
Learned how to utilize brain-computer interfaces (BCIs) in combination with EEG/fNIRS and ECoG in fields such as neuromarketing, motor rehabilitation, and brain assessment.
📰 PUBLICATIONS
2026 / AIROV / PEER-REVIEWED EXTENDED ABSTRACT
AUTHORS
Nathanya Q. Satriani.
PUBLISHED IN
Proceedings of the Austrian Symposium on AI, Robotics, and Vision, 3(1), pp. 26–30.
SUMMARY
Investigates when diagnostic language models follow an incorrect user hypothesis despite contrary clinical evidence. Using MedQA-based prompts, the study tests authority cues, repeated pushback and prompting interventions across three models. Multi-reason Devil’s Advocate prompts reduce sycophancy, while resilience weakens during persistent multi-turn pressure.
2026 / AIROV / PEER-REVIEWED EXTENDED ABSTRACT
AUTHORS
Nathanya Q. Satriani.
PUBLISHED IN
Proceedings of the Austrian Symposium on AI, Robotics, and Vision, 3(1), pp. 12–16.
SUMMARY
Examines whether apparently strong IBS classification results reflect biological signal or overfitting. A four-stage workflow combines leakage checks, consistent preprocessing, learning curves and SHAP explanations on a small biomedical cohort. Resampling exposes unstable performance, while metabolite attributions suggest biologically plausible signals that require cautious interpretation.
2025 / IEEE CBMI / PEER-REVIEWED CONFERENCE PAPER
AUTHORS
Nathanya Queby Satriani, Djordje Slijepčević, Markus Schedl and Matthias Zeppelzauer.
PUBLISHED IN
Proceedings of the 22nd IEEE International Conference on Content-Based Multimedia Indexing (CBMI 2025), pp. 1–8.
SUMMARY
Studies how feedback on model explanations can reduce spurious correlations in visual gender classification. It compares CAIPI, Right for the Right Reasons and a hybrid approach, evaluated using GradCAM and Bounded Logit Attention. The findings highlight fairness–accuracy trade-offs and CAIPI’s potential to improve both relevant feature use and classification performance.
2023 / CLEF WORKING NOTES / PEER-REVIEWED PAPER
AUTHORS
Jaqueline Böck, Mina Schütz, Daria Liakhovets, Nathanya Queby Satriani, Andreas Babic, Djordje Slijepčević, Matthias Zeppelzauer and Alexander Schindler.
PUBLISHED IN
Working Notes of CLEF 2023, CEUR Workshop Proceedings, vol. 3497, pp. 878–890.
SUMMARY
Presents the AIT_FHSTP team’s systems for detecting and categorizing sexism in English and Spanish social-media text. The approaches combine XLM-RoBERTa with sentiment, toxicity and hand-crafted features, PCA and Random Forest classification. The team achieved first place for Spanish and second for English on the task-2 soft–soft source-intention evaluation.
💻 tECH STACK / TOOLS
Python
Javascript
HTML
CSS
R
Figma
adobe suite
tensorflow
pytorch
keras
SKlearn
react js
sql
blender
rhino
opencv
grasshopper
qgis
AWS
azure
gcp
scipy
numpy
spacy
git
🏆 Awards & achievements
Python
Javascript
HTML
CSS
R
Figma
adobe suite
tensorflow
pytorch
keras
SKlearn
react js
sql
blender
rhino
opencv
grasshopper
qgis
AWS
azure
gcp
scipy
numpy
spacy
git
🏆 Awards & achievements
🏢 Organizations
Organizing Team
Campus Compile
2026 – present
Helping establish a student-led AI and software community in Carinthia and organize an upcoming hackathon at the University of Klagenfurt (27–29 November 2026), targeting approximately 100 participants across 25 teams.
Marketing & Design Department Member
neuron.ai
Nov 2022 – Jun 2024
Helped organize and promote AI talks, hands-on workshops and networking events in Linz. Supported event communications, social media and visual design, including AI in Medicine at JKU Linz (100+ attendees).
Youth Coordinator & Mentor
Women in AI & Robotics
Aug 2021 – 2023
Helped develop the youth program, co-host AI/data events and mentor hackathon participants, including RoboArt Hackathon 2022. Supported technical workshops, outreach and communication.
Content Writer & Graphic Designer
Youth in STEM Indonesia
July 2021 - July 2023 (2 years)
Created STEM articles and graphics; mentored and judged Youth in Hack 2023, delivered a pitching webinar and led a hands-on PyCaret workshop.
Deputy Director of Communication, Media & Information
Overseas Indonesian Students' Association Alliance (OISAA)
Aug 2021 – Aug 2022
Coordinated communications across three departments in the America–Europe regional student association, supporting an 18-member team.
Previously led the Graphic Design Department and supported organizational visual communications.
🤝 Volunteer experience
Student Volunteer
International Joint Conferences in Artificial Intelligence (IJCAI/ECAI)
July 2022
Volunteered at the international joint AI conferences in Vienna, supporting event operations and organizational tasks.
Volunteer
WeAreDevelopers
2022, 2019 & 2018
Volunteered at World Congress 2022, Congress Vienna 2019 and AI Congress Vienna 2018. In 2019, worked with the All-Rounders team on venue operations and coordination across conference teams.
Event Volunteer
TEDxVienna
2021
Supported TEDxVienna as part of its all-rounder volunteer team, helping with event operations.
Creative Designer
Berkas Neuron
May - July 2021 (3 months)
Designed neuroscience-related social media feed posts and stories to be published on the NGO's Instagram account
Media & Communications Volunteer
PPI Austria
Dec 2019 – Dec 2020
Managed social-media posts, documented events, edited videos, conducted interviews and designed visual communication materials.
Workshop Volunteer
WordCamp Vienna
Feb 2020 & Apr 2019
Contributed to WordPress community activities in February 2020. In April 2019, helped teach children to create their own websites and blogs at WordCamp Vienna’s WordPress Workshop for Kids.
Volunteer
The Brainstorms Scientific GmbH
June - October 2019 (5 months)
Supported neuroscience and AI meetups over several months, including attendee registration, cloakroom duties and on-site logistics.
Programming Trainer
Head in the Clouds Workshop
Sep 2019
Taught children programming fundamentals and computational thinking through hands-on activities.
Volunteer
International Cultural Diversity Organization (ICDO)
September 2018 - September 2019
Provided immediate responses to questions from other volunteers and helped organize the highly successful events The Long Night of Intercultural Dialogue, which took place in five different venues in Vienna, and The Long Nights of Interculturality, which was attended by representatives from more than 60 countries
Curriculum
Vitae