Agentic ai Agentic AI Evaluation Framework Production-ready evaluation framework for agentic AI systems using LangGraph orchestration and LangSmith tracing. Covers retrieval metrics (Hit Rate@K, MRR, NDCG), generation metrics (RAGAS, LLM-as-Judge), and CI/CD quality gates. Healthcare ai MySurgeryRisk — Clinical AI Platform Clinical risk prediction platform at UF Health/UF Shands Hospital. Predicts post-surgical complications using HL7 FHIR pipelines, Mirth Connect integration, and ensemble ML models (AUC 0.82–0.94). Computer vision Warehouse Computer Vision System Real-time forklift and pallet tracking system using YOLOv8 + ByteTrack with QR code identification (pyzbar). Supports RTSP, local video, and webcam feeds. Generates CSV movement logs for WMS integration. Mlops RAG-Based Predictive Maintenance System Production RAG pipeline for industrial predictive maintenance using ChromaDB, XGBoost, and a Claude-powered recommendation layer — built on the AI4I 2020 dataset. Surgical Robot Fleet — Predictive Maintenance MLOps End-to-end MLOps system for predictive maintenance of a global surgical robot fleet at Intuitive Surgical. Achieved 25% reduction in unplanned downtime and $700K+ in savings through CI/CD pipelines, automated model monitoring, and real-time alerting. SEC EDGAR 13F Holdings Pipeline Pure Python (stdlib only) pipeline for fetching, parsing, and storing SEC EDGAR 13F institutional holdings filings into a SQLite database. No third-party dependencies. Industrial iot Cummins PreventTech — Connected Diagnostics Industrial IoT predictive diagnostics platform for connected engine fleets at Cummins. PySpark feature engineering at scale, Azure ML model training, and Databricks orchestration powering real-time fleet health scoring.
