Successfully Completed ML and R&D Engineering Internship at BRAINGAZE
I’m excited to share that I have successfully completed my ML and R&D Engineering Internship at BRAINGAZE, Spain! This remote internship from December 2024 to November 2025 has been an incredible one year journey into cutting-edge neuroscience research and machine learning applications.
What I Accomplished
During this internship, I had the opportunity to work on groundbreaking research in neurodevelopmental diagnosis using innovative ocular biomarkers. My primary contributions included:
Research & Development
- Developed an end-to-end ML pipeline for neurodevelopmental diagnosis using ocular biomarkers
- Processed raw time-series gaze data to extract meaningful patterns for clinical analysis
- Designed a Deep Learning-based framework integrating Explainable AI (XAI) for clinical interpretability
Publications & Research Impact
- Co-authored a pending research paper on “Clinical validation of ocular markers for differential diagnosis of ADHD and Autism”
- Contributed to advancing the field of non-invasive diagnostic methods for neurodevelopmental conditions
Key Technologies & Skills Developed
- Machine Learning Frameworks: PyTorch, TensorFlow
- Data Processing: Time-series analysis, Signal processing
- Explainable AI: XAI techniques for clinical interpretability
- Medical Applications: Ocular biomarkers, Neurodevelopmental assessment
About BRAINGAZE
BRAINGAZE is a pioneering company at the forefront of eye-tracking technology and neuroscience research. Their innovative approach to using ocular movements as biomarkers for neurological and psychiatric conditions represents the future of non-invasive medical diagnosis.
This internship has not only enhanced my technical skills in machine learning and medical data analysis but also provided invaluable insights into the intersection of AI and healthcare. I’m grateful for the opportunity to contribute to research that could potentially improve diagnostic accuracy for neurodevelopmental conditions like ADHD and Autism.
The future of medical diagnosis lies in the convergence of advanced AI techniques and innovative biomarker research.
Looking forward to applying these experiences in my continued journey in AI research and biomedical engineering!