Projects

NetGPT: Packet Reconstruction AI Transformers, Networking, PyTorch

Built a transformer-based AI model for reconstructing missing network packets, improving data reliability and detecting anomalies in real-time network traffic.

Debian CLI Agent LLM, Qwen2.5, Fine-tuning, Shell, Python

Developed a lightweight command-line agent that interprets natural language into shell commands using a fine-tuned Qwen2.5-0.5B model, optimized for Debian environments.

DocuMind: RAG with Multi-Vector DB RAG, LLM, LangChain, FAISS, groq

Built a retrieval-augmented generation pipeline with multi-vector document evaluation, context refinement, and hallucination reduction, optimized for technical document QA.

SecureVision Computer Vision, Anomaly Detection, PyTorch

Designed a secure computer vision pipeline for anomaly detection using spatiotemporal encoding and latent feature monitoring across frames.

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