I'm Isaac, a GenAI engineer building intelligent systems that move from idea to production — fast, scalable, and impactful.
Who am I
I'm a GenAI-focused software engineer who likes building systems that are both ambitious and dependable. At work, I design and ship enterprise GenAI workflows (retrieval + tools + guardrails) that reduce manual effort and make knowledge easier to access.
My typical "comfort zone" is the intersection of LLMs + cloud + backend: turning messy real-world processes into clear pipelines—then instrumenting, testing, and deploying them like any serious service.
I build
RAG + agentic workflows, backend services, and product-ready demos that solve real problems.
I optimize
Quality, traceability, and developer experience (DX) for shipping fast without breaking things.
I explore
AI + finance experiments and practical ML/LLM engineering patterns that push boundaries.
Get in Touch
Have a project in mind or just want to chat? I'd love to hear from you.