The Point

Executives who can build
change what's possible.

The gap between strategy and execution is where most technology initiatives die. I close that gap — not by delegating to engineers, but by working alongside them. Every project here is a proof point: deep technical fluency and executive leadership aren't just compatible — they're multiplicative.

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Aprende Español

Adaptive AI Language Coach

I wanted to learn Spanish. I also wanted to stress-test what a single engineer with access to a frontier AI model could build in a weekend. The result: a fully adaptive language tutoring system — ten difficulty levels, real-time AI grading, streak tracking, spaced repetition, and a conjugation reference guide — all from scratch.

“Why hire a language tutor when you can build one that adapts to exactly your level, grades translations with nuance, and never takes a day off?”
Claude Sonnet 4.6Next.jsTypeScriptAgentic AIPrompt EngineeringCSS Modules
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Key Components
  1. 01
    LLM Translation Engine
    Claude generates level-calibrated English passages and reference Spanish translations — fresh content every session, never a fixed question bank.
  2. 02
    Agentic Evaluation Harness
    A grading agent scores each answer for meaning, tense, and grammar, forgives accent and punctuation slips, and decides when a learner is ready for the next level.
  3. 03
    Motivation Loop
    Feedback leads with what the learner got right and frames errors as teaching moments. Daily sets, streaks, and accuracy tracking sustain the habit.
  4. 04
    Adaptive Curriculum
    Ten levels, from mixed-tense basics to essay-level subjunctive. Progression is gated on sustained accuracy, not a single good day.
  5. 05
    Secure API Layer
    Server-side proxy keeps keys and prompts off the client, with per-IP rate limiting to control cost and abuse.
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Enterprise AI Reporting Suite

Natural-language querying of business data — translating exec questions into SQL and charts without a data analyst in the loop.

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Workflow Automation Toolkit

An internal toolset for eliminating manual handoffs in technology operations, reducing MTTR through AI-driven runbook execution.

AutomationDevOpsAI Ops
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Technical Learning Platform

A microlearning tool for enterprise technology teams — contextual, role-based content delivery for reskilling at scale.

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