Case studies

Work that shows how I ship AI

Deep dives into GenAI and ML systems across healthcare, agents/platform, telecom, and finance.

Designing retrieval-aware GenAI assistants and agentic patterns for healthcare operations.

Focus: Safety, grounding, production readiness

From messy PDFs and forms to cited, retrieval-grounded answers for ops knowledge.

Focus: Parsing, hybrid retrieval, PHI-aware design

Multi-tool agents on Vertex — MCP tools, ADK orchestration, traces and guardrails.

Focus: Operable agents, least-privilege tools

Lead Data Science for network analytics and decision systems on large telco datasets.

Focus: Scale, reliability, actionable models

Enterprise ML delivery under risk, auditability, and stakeholder constraints.

Focus: Robust pipelines, clear ownership