What I Build
Expertise
I drive AI products from first customer signal to production ownership — designing features within real model and product limits, then seeing them through deployment, feedback, and iteration.
Backend & Distributed Systems
Designing reliable backend systems that can handle real workloads, asynchronous processing and complex data flows.
Areas
Technologies
Python · Go · FastAPI · PostgreSQL · Redis · SQLAlchemy
I can help with
- Designing production APIs
- Backend architecture
- Data modeling
- Async job systems
- Event-driven workflows
- Performance and reliability
Relevant Projects
AI Engineering & Agents
Building AI systems around models — agents, context, evals, recovery — not just wrapping an LLM API.
Areas
Technologies
LLMs · LangGraph · LiteLLM · RAG · Ollama · Vector Databases · Temporal
I can help with
- Agent architectures
- Context management
- Token/cost control
- Fault-tolerant AI workflows
- Evals and human-in-the-loop
- Production AI infrastructure
Relevant Projects
AI Product Engineering (0 → 1)
Owning the full loop: customer request → constrained feature design → ship → post-deploy feedback. Not demos — durable product outcomes.
Areas
Technologies
React · Next.js · TypeScript · React Native · Supabase
I can help with
- Turning vague requests into shippable specs
- Designing features within model/product limits
- Full-stack 0→1 products
- Human-in-the-loop product boundaries
- Owning production feedback loops
Automation & Agentic Workflows
Turning repetitive knowledge work into software.
Areas
I can help with
- CRM automations
- Email workflows
- Background workers
- Data extraction pipelines
Conceptual Pipeline
Relevant Projects
Cloud & Infrastructure
Taking software from "works on my machine" to something deployable, observable and reliable.
Areas
Technologies
AWS · Docker · Kubernetes · GitHub Actions · OpenTelemetry · Grafana · Sentry
I can help with
- Infrastructure as code
- Containerization
- CI/CD pipelines
- Observability setup
- Zero-downtime deployments
Product & Growth
I think about the product and the outcome, not just the code.
Areas
I can help with
- Growth engineering
- A/B testing implementation
- Analytics tracking
- Product strategy consulting
- Conversion optimization
How I Build
Understand the request
Separate customer language from the underlying job — what success looks like in their world.
Map capabilities & limits
Design against model, data, latency, cost, and trust constraints — not an ideal demo.
Ship a vertical slice
Deliver the smallest reliable path from input to valued outcome.
Instrument & recover
Trace failures, protect state, and make retries/HITL explicit.
Own the feedback loop
Stay after deploy: usage, complaints, evals — then iterate with intent.