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Boma Allwell-Brown

@bomaallwell-brown

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AI/ML engineer specializing in generative AI, RAG systems, and production MLOps.

Nigeria

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What I'm looking for

I seek roles building production generative AI and RAG systems with strong MLOps practices, collaborative teams, and opportunities to scale real-world ML services.

I am an AI/ML engineer focused on building and deploying generative AI solutions, including Text-to-SQL agents and Retrieval-Augmented Generation systems. I design user-facing applications and APIs—using Streamlit, FastAPI, and frontend tech—to deliver reliable, source-backed answers and production-ready inference pipelines.

I have engineered Few-Shot SQL agents with LangChain and Gemini 2.5 Flash, implemented semantic example selection with Chroma, and managed TensorFlow Serving-based inference services that convert uploaded data into NumPy batches for remote prediction. I prioritize accuracy, verifiability, and scalable MLOps in every project.

Experience

Work history, roles, and key accomplishments

AI/ML Engineer

Self Employed

Developed and deployed LLM-powered Text-to-SQL agents and full-stack RAG applications, improving query relevance via Chroma-backed semantic example selection and delivering production FastAPI services for TensorFlow Serving inference.

Gemini Text To SQL Chroma fastAPI Streamlit Faiss Python