Featured Projects
A showcase of AI/ML and full-stack projects that push the boundaries of what's possible
Dec 2024GPT Collab Fn Creator
Contributed to an AI function creator that solves SWE bench problems with Human-in-Loop. Utilized Python, LangGraph, Elasticsearch, WebSockets for HIL, Prompting, and Code Generation. Handled the Human-in-loop mechanism using web sockets.
Real-Time Number Plate Recognition
Fine-tuned YOLOv8n on 23,000 images for plate detection, added OpenCV augmentation and integrated TrOCR for text extraction. Shipped the pipeline in a PyQt desktop app with DeepSort tracking for real-time image and video processing.
92%
Detection mAP
30+
Frames per second
23k
Training images
Extension on Casey AI - Legal Document Analysis
Added agentic capabilities to a generative AI platform for legal document analysis. Implemented RAG pipelines for accurate fact referencing using LlamaIndex, LangGraph, Qdrant and open-source document parsers.
AutoSynth - Synthetic Data Framework
Developed a framework that generates synthetic data using SOTA techniques (Self Instruct, Magpie, Agent Instruct, Arena Learning, Genstruct) using open/closed source LLMs. Used Distilabel and LangChain for pipelining with advanced prompting techniques like CoT, ToT, ReAct and Monte Carlo tree search.