DAVID MAMANI PROJECTS · AI ENGINEER / DATA ENGINEER

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Transit Study Analysis Tool

Automated APA-formatted report generation from field data

DATA ENGINEERINGBIM

A pipeline that transforms raw transit field data into publication-ready APA-formatted reports with auto-captioned figures, statistical tables, and formatted citations.

The Challenge
Manual formatting of 50+ page transit studies
Python · python-docx · Matplotlib
Engineering
Template engine with auto-captioning and table generation
github.com/david-mamani/transit-tool
Impact
Report generation time: 8 hours → 15 minutes
Used for 3 municipal transit studies

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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