Personal AWS + AI Product — AI-Powered Content Discovery App (MCP + RAG + Vector Search)

Feb 2026

Designed and deployed a full-stack cloud-native application using React with AWS CloudFront, API Gateway, Lambda, and S3, implementing a serverless RAG pipeline with vector search for AI-powered semantic discovery and personalized content delivery. Demo: https://youtu.be/X6cLsfo-QQA

| Website: https://d1bpte1kgfu9md.cloudfront.net

Lexie.ai — Independent MLOps Consultant

San Jose, CA | 2024

Boosted analytics throughput ~2× by implementing MLflow experiment tracking across hyperparameter sweeps and model versions, enabling reproducible and auditable ML deployments.

Owned the full backend platform roadmap for an AI-driven cybersecurity SaaS product — driving architecture decisions, coordinating delivery across product, infra, and frontend teams, and shipping production systems end-to-end.

Led platform engineering and AI product delivery for an enterprise automation startup converting natural language into self-maintaining financial workflows. Operated simultaneously as lead architect and product owner — running discovery with CFOs, setting roadmap priorities, and personally building the platform.

Served as Technical Product Owner — bridging product strategy and engineering execution. Owned roadmap prioritization, architecture decisions, and team mentorship across Kubernetes-based cloud infrastructure serving enterprise-scale data workflows.

Senior technical consultant for post-merger integration recovery and cloud data optimization.