Projects

Real-world AI systems I've built

πŸ“ŠCapital Compass

Agentic AI system automating investment research using multi-agent workflows to analyze financial data, sentiment, and generate actionable recommendations.

πŸ‘οΈLicense Plate Recognition using RT-DETR V2

Real-time ALPR system combining RT-DETR v2 transformer detection with optimized OCR pipeline for accurate license plate recognition in surveillance applications.

βš•οΈDomain Adaptation of SLM using QLoRA

Fine-tuned Qwen2.5-0.5B model using QLoRA for empathetic medical Q&A, demonstrating efficient domain adaptation with improved ROUGE metrics.

🧠Building GPT from Scratch

Built and trained a decoder-only GPT-style language model (~49M params) from scratch using PyTorch on ~1B tokens from FineWeb dataset.