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Michael Adeniyi
Mid-level Full-Stack & AI Engineer specializing in LLM-integrated cloud applications
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About
Built an AI immigration compliance co-pilot for F1 OPT and STEM OPT students, combining rule-based risk assessment with LLM-powered guidance on a React/TypeScript and AWS serverless stack. Stands out for thoughtful handling of high-risk AI: grounding responses in structured compliance data, adding guardrails, and keeping legal interpretation human-in-the-loop. Also contributed to an education-focused AI product for teachers and helped expand it with quiz generation and document editing features.
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Key Strengths
- End-to-end ownership of full-stack AI features
- LLM application architecture using React, TypeScript, AWS, and DynamoDB
- Strong grounding and guardrail design for high-risk AI use cases
- Balances deterministic automation with human-in-the-loop review
- Domain expertise in immigration compliance workflows for F1 OPT and STEM OPT
- Production-minded AI evaluation using test sets, logs, traces, and regression checks
- Built MVP in an ambiguous early-stage competition environment
- Top 300 semifinalist recognition in an AWS competition
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