DAVID MAMANI EXPERIENCE · AI ENGINEER / DATA ENGINEER

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Agentic Code Review Bot

AI-powered PR reviewer with codebase memory

AI ENGINEERING

Created an intelligent code review agent that understands full repository context through semantic code graphs, providing actionable feedback on pull requests with incremental diff analysis.

The Challenge
Context window limits on large monorepo diffs
GPT-4o · Tree-sitter · GitHub API
Engineering
Incremental diff chunking with semantic code graphs
github.com/david-mamani/code-review
Impact
60% reduction in review turnaround time
Adopted by 3 internal teams

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AI Engineer and 3x Hackathon winner specializing in agentic AI orchestration and data engineering. AWS Certified Data Engineer focused on physics, calculus, and statistics. Currently completing a B.S. in Civil Engineering.

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AREQUIPA, PERU

AI ENGINEER / DATA ENGINEER