Experienced AI/ML Engineer with a focus on natural language processing, document understanding, and data extraction from complex text like contracts and legal documents. Skilled in fine-tuning large language models (LLMs), including 500M to 8B parameter models, using tools like Hugging Face Transformers, trl, and LangChain. Strong background in deploying AI applications using FastAPI and WebSockets, with practical experience in front-end integration and real-time PDF/text processing workflows.
Also worked on computer vision tasks like depth estimation and object detection with YOLOv8. Comfortable building LLM agents for task automation, retrieval-augmented generation (RAG) systems, and custom evaluators using multi-agent setups. Familiar with both cloud-based deployment (Azure AI) and performance optimization for small data scenarios.
Driven by practical results, experienced in building end-to-end pipelines—from data collection and augmentation to inference and real-world deployment.