ML and software consulting for teams that need to ship. From POC to production, I help you build systems that work.
Primary Service
Your team has built a promising ML model, but getting it to production is a different challenge. I bring 8 years of ML platform experience to help you establish MLOps practices, build deployment pipelines, and transform research code into production-ready systems.
Take your working proof-of-concept and build the infrastructure needed to deploy it reliably.
Introduce modern ML tools and infrastructure to streamline your team's development workflow.
The "plumbing" and "glue code" that connects ML models to the rest of your system.
Primary Service
Not sure if machine learning is the right approach? I build focused proof-of-concepts that help you validate ideas quickly. Get answers in weeks, not months, with working prototypes that demonstrate real capabilities.
Build a focused demonstration of ML capability using your data to validate feasibility.
Technical review of existing ML codebase to identify issues and opportunities for improvement.
Primary Service
Build custom software solutions that leverage AI and automate your workflows. From applied ML integration to full software systems, I help you build the tools your business needs.
Integrate machine learning capabilities into your existing software and workflows.
Full-stack software development for AI-powered applications and tools.
Automate repetitive tasks and workflows to increase efficiency.
Core Competencies
Architecting fault-tolerant training pipelines that leverage cheaper Spot Instances without losing progress.
Deploying models for real-time or batch usage with auto-scaling and latency optimization.
Building custom RAG systems and autonomous agents grounded in your company's private data.
Deep-dive audit of your cloud compute, targeting wasted GPU cycles and unoptimized storage.
What You Get
Production-ready, documented source code. Clean architecture, tested, and ready to deploy.
Technical documentation explaining architecture decisions, trade-offs, and implementation details.
Detailed assessments with prioritized recommendations and effort estimates.
Sessions to ensure your team understands the systems I build and can maintain them independently.
Every project is different. Get in touch to discuss your specific needs and I'll provide a custom quote.