Case Studies

Real-world examples of how I've transformed teams and delivered exceptional results across diverse technical challenges

Case Study 1Routable (YC '17)

FinTech Platform Transformation

Complex Rewrite with Process Innovation

📅 6 months👥 6-8 engineers
FinTech Platform Transformation
Challenge

Unlock new workflows for prospective customers by fundamentally rethinking and rewriting core components of our fintech platform after two previous failed attempts.

Solution & Approach
Switched from Scrum to Kanban for rapid iterations
Implemented non-blocking processes with API stubs and contracts
Fostered team culture of 'collaborative achievement over individual excellence'
Created weekly goal-setting with vertically-integrated functionality
Results & Impact
150%
Increase in team velocity
90%
Goal success rate
1 week
Sprint cycles for faster feedback
Node.jsReactTypeScript
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Case Study 2Training & Certification Company

Content Build System Architecture

Python & Docker Automation Platform

📅 3 months👥 Solo project
Content Build System Architecture
Challenge

Create a content build system for DITA-based training materials that allows content developers to preview and iterate without developer support.

Solution & Approach
Developed modular Python scripts for content processing
Built Dockerized Bottle.py API server for build management
Created Jenkins automation for nightly and ad-hoc builds
Implemented vanilla JavaScript library for interactive elements
Results & Impact
<1 min
Individual file rebuild time
<10 min
Full site rebuild time
100%
Developer independence for content team
PythonDockerBottle.pyJenkinsDITAJavaScript
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Case Study 3Freelance Project

AI-Powered Learning Platform

TypeScript & Machine Learning Integration

📅 4 months👥 2 engineers
Challenge

Build an AI/ML powered study path solution that increases user engagement and provides personalized learning experiences.

Solution & Approach
Integrated with Azure Machine Learning for path recommendations
Developed TypeScript-based application of personalized learning
Created adaptive learning system based on user performance
Built responsive UI using modern UX patterns
Results & Impact
40%
Increase in user engagement
85%
Course completion rate improvement
TypeScriptAzure Machine Learning

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