Cauli-Det: Modified YOLOv8 for Cauliflower Disease Detection
ResearchComputer Vision
91.1% mAP across three cauliflower disease classes from smartphone-captured field images. Published in Frontiers in Plant Science.
Portfolio
Formal Verification of Mechanistic Interpretability Interventions (In Progress)
ResearchAI Safety
Developing methods to formally verify safety properties of activation-editing techniques in transformer models, on toy models, aimed at a top-tier conference submission.
Cooperative Multi-Agent RL for Mammogram ROI Classification
ResearchReinforcement Learning
Multiple RL agents independently observe local patches of a mammogram ROI, communicate, and reach a decentralized consensus classification. Presented at IEEE ICDABI 2023.
NL-to-SQL / RAG Data Extraction System
SoftwareAI Agent
Converts natural-language requests into SQL, executes them, and returns results conversationally — prompt engineering, RAG, vector databases, Gemini and OpenAI APIs.