I build production AI agent systems, retrieval-grounded LLM applications, and the backend systems behind them.
I'm a full-stack engineer who moved into applied AI: agent orchestration, retrieval-augmented generation, and LLM fine-tuning, on top of a solid backend and cloud foundation. My work spans greenfield mobile apps, billion-row data pipelines, and multi-agent LLM systems, built and shipped end to end rather than handed off partway.
| Area | Outcome |
|---|---|
| Mobile | Took a native iOS app from an empty repo to a live App Store release, with no existing mobile foundation to build on |
| Data engineering | Re-engineered an ETL pipeline processing billions of rows; cut compute cost by up to 60% while improving throughput |
| AI systems | Built multi-agent research orchestration and production RAG systems with grounded, source-cited responses |
AI systems — Agent orchestration · Multi-agent coordination · RAG · Vector search · LLM fine-tuning · Tool/function calling
Backend & platforms — REST APIs · Microservices · Data pipelines & ETL · System design · Performance engineering
Mobile & cross-platform — React Native · Ionic · Native app delivery, store submission to launch
Languages
AI & agent tooling
Backend
Cloud & DevOps
Data
ResearchMesh
Multi-agent research orchestration system. A planner decomposes a topic into sub-queries, parallel researcher agents gather sources via Tavily, and a writer/critic loop drafts and revises before a human approves.
LangGraph FastAPI DeepSeek Chainlit Docker
RagForge API
Production-grade document Q&A API. Upload a PDF, get grounded answers with source citations, page numbers, and relevance scores. Token-by-token streaming, multi-turn conversation memory.
FastAPI LlamaIndex Qdrant Docker
CareerCompass Platform
AI-powered job recommendation and skill-matching platform connecting recruiters with candidates. Uses NLP and video analysis (emotion, pose, speech) to identify skill gaps and suggest upskilling paths.
Next.js Express FastAPI MongoDB PyTorch Transformers
LeadFlow AI
Self-hosted lead qualification and routing pipeline. Classifies inbound leads, drafts personalized follow-up emails, logs to Airtable, and alerts on Discord, zero human in the loop.
n8n DeepSeek Airtable