03 / Services
WHAT I
BUILD
Deep technical work.
No hand-holding required.
I take on work where the problem is hard, the stakes are real, and “good enough” isn't acceptable.
AI System Design
From architecture to production
End-to-end ML pipeline design — from problem scoping and data strategy through model selection, training infrastructure, inference optimization, and production deployment.
Backend Engineering
Distributed systems at scale
High-performance backend systems in Go and Python. Microservice architecture, async task queues, multi-tenant SaaS patterns, database design, and API design for systems that need to handle real production load.
Full-Stack Product
Spec to deployment, end-to-end
Complete product ownership — from technical specification through frontend (Next.js), backend, infrastructure on Vercel/cloud, and iterative deployment.
Computer Vision R&D
State-of-the-art applied research
Applied CV research focused on video understanding, depth estimation, neural rendering (NeRF / Gaussian Splatting), scene reconstruction, and temporal consistency.
Data & MLOps
Pipelines that don't break at 3AM
Robust data infrastructure and ML operations — experiment tracking, model versioning, GPU cluster management, monitoring, and reproducible training pipelines.
Technical Advisory
Strategic clarity for hard problems
For founders and CTOs navigating AI strategy, team structure, build-vs-buy decisions, or investor-facing technical documentation. I've been on both sides of the table.
How I work
Process
Scope
Deep-dive into the problem — constraints, goals, existing systems.
Architect
Design the system: data flows, model choices, infrastructure.
Build
Iterative delivery with clear milestones. Weekly updates.
Ship
Production-grade deployment, monitoring, and handoff docs.
Ready to build?
Tell me what you're working on. I respond fast and I'll tell you honestly if I'm the right person for it.