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1. vigil3d-video-inference vigil3d-video-inference Public

   End-to-end video violence detection system using a 3D CNN, deployed with FastAPI, Docker, AWS EC2, S3, and a React frontend on Vercel.

   Python

2. Reducing-Hallucinations-with-Direct-Preference-Optimization Reducing-Hallucinations-with-Direct-Preference-Optimization Public

   An RLHF-inspired DPO framework that explicitly teaches LLMs when to refuse, significantly reducing hallucinations.

3. Decision-Transformer-from-Scratch-HalfCheetah-Minari-BC-vs-Return-Conditioned-DT Decision-Transformer-from-Scratch-HalfCheetah-Minari-BC-vs-Return-Conditioned-DT Public

   Implementing Decision Transformers from scratch for offline RL, benchmarking return-conditioned policies against Behavior Cloning.

   Python

4. VulneraAI-agent VulneraAI-agent Public

   An agentic LLM security scanner that analyzes applications against OWASP Top 10 using tool-calling, LangGraph, and AWS Bedrock.

   Python

5. Email-Assistant-langgraph Email-Assistant-langgraph Public

   Python

6. Multi-agent-RL-texas-holdem-aec Multi-agent-RL-texas-holdem-aec Public

   An engineering-focused multi-agent reinforcement learning system for Texas Hold'em using PettingZoo AEC and a custom PyTorch PPO self-play setup.

   Python