AI Engineer
I build AI systems that work in production. With four years of domain experience across ecommerce, fintech, live events, and nonprofits, I bring deep knowledge of data into every system I build. I understand the business problem before I write the first line of code.
Background
I started as a data analyst. Four years, different industries, hundreds of decisions made from data. What I kept running into was the gap between insight and action; the analysis was right, but nothing changed because there was no system to act on it.
That gap is what pulled me into AI engineering.
Now I design and build AI systems end to end, from architecture decisions to deployment. I think in layers: what should a rule handle, what needs a model, and what genuinely requires an LLM. That distinction matters because it is the difference between a system that is maintainable and one that is expensive to run and hard to trust.
I am currently building FORGE - a document intelligence pipeline built from scratch, no abstractions, covering chunking strategies, embedding pipelines, vector retrieval, semantic caching, and evaluation with Ragas.
Work
Contact
I am open to AI engineering roles and selective consulting engagements. If you are building something serious, here is how to reach me.
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