Principal AI Engineer
I turn research into deployed AI
Computer scientist with a math and physics background. I've spent the last decade building ML systems — from search engines serving millions of users to agentic workflows for data analysis. I work across the full stack, from experiment design to production.
What I Do
I work across the full AI stack — from research and prototyping to production deployment and operations.
Agentic AI Systems
LLM-powered autonomous agents that plan, reason, use tools, and execute complex workflows.
AI Product Development
LLM-powered products end-to-end: architecture, development, deployment. The whole thing, ready for real users.
MLOps & LLMOps
Production ML pipelines, model fine-tuning, inference optimization, and automated operations at scale.
Search & RAG Systems
Production search engines, RAG pipelines, and vector databases that ground LLMs in your domain data.
Computer Vision
Custom deep learning models for detection, segmentation, and visual understanding.
GenAI Strategy & Consulting
Senior-level AI leadership. GenAI strategy, LLM evaluation, governance, and enterprise AI transformation.
Frequently Asked Questions
What are agentic AI systems?
Agentic AI systems are autonomous programs that can plan, reason, use tools, and take actions to accomplish complex goals. Unlike simple chatbots, they maintain state, break down tasks, and iteratively work toward objectives — making them ideal for workflow automation, research assistance, and decision support.
What is RAG and why does it matter?
Retrieval-Augmented Generation (RAG) is an architecture that connects large language models to your private data — documents, databases, APIs — so they can provide accurate, grounded answers instead of hallucinating. RAG is essential for enterprise AI applications where factual accuracy is critical.
What is MLOps and why do I need it?
MLOps (Machine Learning Operations) brings DevOps practices to ML — automated training pipelines, model versioning, monitoring, and deployment. Without MLOps, models degrade silently in production. With it, you get reproducible, reliable AI systems that improve over time.
How much does an AI consulting engagement cost?
Engagements vary based on scope and complexity. I offer a free initial consultation to understand your needs and provide an estimate. Book a call to discuss your specific use case and budget.
How do I book a consultation?
You can book a free call directly on this website. Choose a time that works for you and I'll reach out with a video call link.
Have a problem that needs ML?
Let's talk. 30 minutes, no pitch — just an honest conversation about whether AI can actually help.
Book a Free Call