Portfolio
Projects
Selected systems at the intersection of ML, backend engineering, and data products for healthcare, fintech, and operations.
Fintech Risk Scoring Engine
Built a production-oriented credit-risk workflow for loan decisions, combining interpretable features with high-performing tree-based models. The pipeline supports underwriting teams with fast scoring and explainability for approvals.
AMR Intelligence Pipeline (GNN)
Developed a graph-based pipeline to model antimicrobial resistance dynamics across facilities and geographies. Combined ETL orchestration with graph learning to surface high-risk nodes and treatment pathway insights for health teams.
Self-hosted RAG Platform
Built a retrieval system for policy and operations documents with low-latency search, grounded responses, and full control over infrastructure. Optimized chunking and retrieval to support domain-heavy queries from internal teams.
Sortify Smart Operations
Engineered an end-to-end system that combines computer vision, telemetry, and route planning for city waste operations. Backed by APIs and dashboards, the platform turns noisy field data into scheduling and pickup decisions.