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Selected Case Studies

These projects show how I approach business problems that require more than a prototype. The focus is on measurable outcomes, maintainable architecture, and production-minded delivery across automation, retrieval, and AI platform work.

  • AI-Powered Email Automation System

    A production GenAI workflow that reduced daily email triage from 100+ items to 10-15 actionable items using Pydantic-AI, RAG, and FastAPI.

  • Hybrid Search RAG Pipeline

    A hybrid retrieval architecture combining OpenSearch and Qdrant to improve domain-specific accuracy by 40% while keeping the LLM layer decoupled.

  • Production AI API Platform

    A production AI platform with deterministic orchestration, FastAPI, WebSockets, and AWS infrastructure serving 500+ daily API requests.

If you want to discuss a similar architecture or evaluate where AI can create operational leverage in your business, book a free intro call.