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hi, i'm ani.

Software engineer at Structured AI (YC F25), building autonomous agents that automate QA/QC for construction design engineers.

about

At Structured AI, I'm building the platform that lets construction design engineers automate quality assurance and quality control with autonomous agents.

Previously I built an investment research platform for PGI, analytics tooling for Atlantic, and automation systems for Range Media Partners.

selected work

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Quantercise

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Quant interview prep for Jane Street, Citadel, Two Sigma.

2024-

400+ problems with Python code editor, KaTeX math rendering, instant grading, and gamification. Next.js 15, React 19, Postgres (Aurora to Neon migration), Lambda for sandboxed execution.

Next.js 15TypeScriptPostgresAWS LambdaMonacoStripe
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iMessage MCP

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Read-only iMessage analysis and tooling.

2026

Local-first MCP server and analytics toolkit focused on communication patterns, search, and relationship intelligence.

TypeScriptMCPSQLiteLLM Tooling

latest thoughts

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