🌐 Live Site: https://mit1208.github.io
Personal portfolio showcasing my journey from auditing financial institutions to architecting production-grade AI systems. Currently leading AI development at a healthcare start-up, specializing in Document AI, NLP, and LLM-powered applications.
- 🤖 Lead AI Developer at SiftMed (Healthcare AI)
- 📊 50% → 90% page stream segmentation accuracy using Strands Agents
- 🎯 Zero false positives in duplicate document detection
- ⚡ 83% extraction hit rate with foundational models
- 🔒 Building secure, private, scalable ML pipelines
AI/ML: AWS Bedrock, SageMaker, Claude Sonnet/Haiku, LangChain, Neo4j, Strands Agents
Data: PySpark, Pandas, ETL Pipelines, MySQL
Infrastructure: AWS (Lambda, Step Functions, EventBridge, Textract), Docker, Terraform
- RAG Tutorial - Vector DBs & LLM integration
- LLM Agent - Tool-calling & multi-step reasoning
- Model Fine-tuning - GLiNER, Kosmos-2, Phi-2
- Document AI - LayoutLMv3 & UDOP pipelines
- GLinker Usecase - Entity linking & knowledge graphs
📧 mitbpatel0128@gmail.com
💼 LinkedIn
💻 GitHub
📍 Hamilton, ON, Canada
Built with HTML, CSS, and vanilla JavaScript. Deployed on GitHub Pages.