I've built production AI products at Prudentix, Micro1, and Bluecopa, including EventFlows, a natural-language DAG workflow automation platform, graph-based recommendation engines, and LLM chatbots.
At Prudentix, I designed JSON Schema and Pydantic v2 models for workflow generation, implemented a pgvector RAG pipeline with Gemini context caching, and deployed FastAPI services on GCP Cloud Run. I also built a DeepEval golden-test framework with schema-validation gates to assess generation quality.
Across ML engineering and software engineering roles, I've owned systems from data processing through deployment, working with NLP, Graph ML, AI agents, RLHF-inspired feedback loops, and LLM integrations.
