Hamza .

01

Agentic AI & LLM Systems

Production AI agents with LangGraph, Gemini, OpenAI and Anthropic: multi-agent routing, Pydantic-validated tool calls, RAG over pgvector and Redis, guardrails, caching, and human-in-the-loop handoff. Built to run unattended in front of real customers, with monitoring and fallbacks when the model gets it wrong.

02

Real-Time Voice & WebRTC

Voice agents and live transcription over WebRTC and SIP telephony: Gemini Live streaming, self-hosted TURN, AudioWorklet capture, Go SIP/RTP workers bridged to PBX, and transfers to human agents mid-call. Load-tested to the concurrency the business actually needs.

03

Full-Stack Product Engineering

End-to-end products from idea to paying users: Next.js, React, Angular and Vue on the front, Node.js, NestJS, FastAPI and Rails on the back, with Stripe or Polar billing. I build and launch my own AI SaaS, and have shipped Web3 apps with Ethers.js and Web3.js.

04

Cloud & Deployments

Multi-service platforms on GCP, Azure and AWS: Cloud Run, Container Apps, EC2, Docker, GitHub Actions and Azure Pipelines, with structured logging and per-node timing so issues are found before customers report them.

05

Data, Search & BI

PostgreSQL, MongoDB, Redis and BigQuery schemas tuned for real query patterns, vector search for retrieval, and Power BI semantic models and dashboards that turn conversation data into decisions.

06

Engineering Leadership & Code Integrity

Elevate your entire development process. I lead technical teams, streamline workflows with tools like Jira, and enforce a high-quality, maintainable codebase through rigorous code review and scalable project management strategies.