FineAnts
A consumer finance app that simplifies money management with education, guidance, tracking, and an integrated AI assistant.
Drew Colmenar
Product builder
Building user and AI-forward products, with a technical background across analytics and data infrastructure. Always down to talk about film, basketball, and philosophy!
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Selected work
Featured products.
EasyState
A transaction automation product for real estate teams that reduces admin load from contract to close.
Recallr AI
A versioned memory system for conversational agents that gives AI persistent, evolving context instead of stale session-only recall.
Promptimizer
A prompt optimization engine that iterates on LLM prompts using reinforcement learning and LLM-as-judge scoring.
Experience
Hands-on experience and consulting.
consulting
Repository Tagging NLP
Improved repository discovery and categorization with a more scalable developer-facing metadata layer.
consulting
Document Verification OCR
Reduced dependence on manual inspection and created a faster, more automation-ready verification flow.
experience
Data Engineer and Analytics Intern
Built internal analytics tooling that improved reporting trust, lineage visibility, and data access for 50+ users.
experience
Product & ML Intern
Built NLP and product analytics systems, including a 200k+ feedback classifier and automation that cut processing time by ~75%.
experience
Data Analytics Intern
Built reporting infrastructure that unified 20+ files, tracked 150+ QA reports, and improved pipeline runtime by 25%.
Contact
drew_colmenar@berkeley.edu
If you are building something ambitious in AI, product, or workflow tooling, reach out.