Blog

Thoughts and insights from my journey in software development, AI, and research

Medical AI August 3, 2026

Adaptive Gated Mamba for Multi-View Chest X-Ray Report Generation

Our published work on improving multi-view chest X-ray report generation with identity-initialized adaptive Mamba gating and Perceiver-inspired latent fusion — achieving stronger BLEU scores on IU X-Ray over MambaXray-VL.

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Machine Learning Academic Project

EASIEST: Webcam-Based Autism Pre-Screening with Eye Tracking and Machine Learning

A research prototype exploring how webcam-based eye tracking and machine learning can support accessible ASD pre-screening in the browser — from gaze feature extraction to a full-stack Flask platform with 76.3% classification accuracy.

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Machine Learning April 26, 2025

Spring School Hackathon: Optimizing MRI Coil Configurations with Machine Learning

Notes from a hackathon on physics-informed machine learning for medical imaging — tuning dipole phase and amplitude to maximize B1+ homogeneity and reduce peak SAR, placing 2nd out of seven teams.

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