AI Prototypes
Hands-on AI product builds: architecture, demos, evaluation, and lessons from shipping agentic features.
Prototype showcase
Product Case Study
The thinking behind both tools: problem, user, customer research, trade-offs, and metrics.
menu_bookRead case studyProfile Optimization Tool
Tailor your resume and align your LinkedIn profile to target roles, keyword matching, visual scans, and prioritized fixes.
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Paste a job description and resume - fit score, skill gaps, bullet rewrites, and cover letter in one guided workflow.
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Full product documentation - PRD, architecture, API design, scoring model, and diagrams for Profile Optimization.
menu_bookRead documentationClaude Code Coding Eval
25-task benchmark comparing Claude Haiku 4.5 and Sonnet 4.6 on real developer behaviors — bug fixing, ambiguity handling, and multi-step debugging.
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10-task eval where Claude autonomously fixes broken codebases using tools in a loop. Measures cascade efficiency, self-correction rate, and cost vs capability tradeoffs.
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How I turned 2 years of MBA material (~3,000 raw files) into a ~580-page linked wiki using a Claude agent and Obsidian. Explore a sample of the knowledge graph and read the full build story.
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