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Rayhan Patel

Rayhan Patel

Applied ML engineer — retrieval, evaluation, agentic workflows

College Park, Maryland
Joined April 2026

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Summary

Applied ML engineer focused on building production-grade LLM and retrieval systems with measurable evaluation loops (offline and human-in-the-loop). rayhanpatel+1
Practical systems builder who ships end-to-end services (FastAPI, containerized deployments, SSE streaming, memory and orchestration layers) and emphasizes reliability, safety (PII guardrails, prompt-injection defenses), and observability. github+1
Active open-source contributor and project lead with several production-style projects (AI Resume Agent, English2SQL) and contributions to memory/embedding frameworks. github+1
Research and domain-specific interest in building faithful LLMs for specialized domains (work on Islamic worldview LLMs) with peer-reviewed / workshop publications and presentations. arxiv+1
Hands-on hacker and competitor who repeatedly participates in and places at hackathons, demonstrating rapid prototyping and engineering under time constraints. rayhanpatel+1

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Regular participant in hackathons and rapid-prototyping events. rayhanpatel+2