Case Studies

Real results from real projects. See how we've helped companies build MVPs, scale their engineering teams, and solve complex technical challenges.

Case Studies
Platform Development

Advertising & Marketing

Advancing Client Analytics in Advertising Performance Score System

Developed sophisticated performance score system for advertising agency, leveraging Sparse kPCA and multiple data sources to distill complex datasets into hierarchical performance scores across the consumer journey.

πŸ“Š Sparse kPCA scoring system 🎯 Multi-stage consumer journey πŸš€ Scalable MVP deployment
Case Studies
AI & Automation

Legal Services

AI Meeting Summaries That Save 1,300 Attorney Hours Per Year

AI-powered automation system that transforms Microsoft Teams meetings into structured summaries delivered via email, saving 1,300 hours annually for Minsky, McCormick & Hallagan P.C.

⏱️ 1,300 hours saved/year ⚑ 99% time reduction ⏱️ Instant documentation
Case Studies
Platform Development

Finance

Big-Data Architectural Renovation: 100x Speed & 10x Cost Reduction

Transformed fintech SaaS infrastructure to handle 10x demand surge for Fortune 100 institutions. Designed scalable AWS architecture with AI automation, achieving 100x processing speed improvement and 10x cost reduction.

⚑ 100x faster processing πŸ’° 10x cost reduction πŸ“ˆ 10x demand capacity
Case Studies
Platform Development

Advertising Technology

Big-Data Processing Optimization: 100x Speed & 10x Cost Reduction

Transformed advertising platform infrastructure by migrating from MySQL to GCP BigQuery, achieving 100x processing speed improvement and 10x cost reduction with containerized Python pipeline and Airflow orchestration.

⚑ 100x faster processing πŸ’° 10x cost reduction πŸ“ˆ 10x client capacity
Case Studies
Platform Development

Hospitality Tech

Building GyftGram's Contactless Gift Card Platform with Apple Pay

Built Apple Pay integration and core platform features for GyftGram (Techstars '24), delivering a contactless digital gift card platform for the hospitality sector on an accelerator timeline.

πŸ’³ Apple Pay integration πŸš€ Techstars '24 company 🏨 Hospitality sector platform
Case Studies
Platform Development

Education

Driving EdTech Innovation Through Development Leadership and Strategic Consulting

Drove technological innovation at Moxie (Academic Insight Lab) through development leadership and strategic consulting. Led Django-based web application development, spearheaded compliance initiatives, and positioned the company at the forefront of EdTech innovation.

πŸ€– AI-enhanced web application πŸ”’ HECVAT compliance for FERPA πŸŽ“ EdTech platform advancement
Case Studies
Platform Development

Education

EdTech SaaS Platform: Scaling Collaborative Learning for 7000+ Students

Founded and built an EdTech SaaS platform from the ground up for large-scale online course management at Georgia Tech, with AI-powered feedback evaluation and Canvas LMS integration serving 7000+ students.

πŸŽ“ 7000+ students served πŸ€– AI-powered feedback evaluation πŸ”— Canvas LMS integration
Case Studies
Platform Development

Healthcare & Education

Enhancing Medical Residency Exam Prep with Advanced Analytics

Developed comprehensive analytics system for PathDojo's Pathology board exam preparation platform, delivering dual-purpose analytics for client progress tracking and internal content optimization.

πŸ“Š Dual-purpose analytics system 🎯 Client progress tracking πŸ“ˆ Content quality optimization
Case Studies
Platform Development

Podcast & Ad-Tech

Fractional CTO Driving Ad-Tech Innovation for Podcast Promotion

Led technical strategy and built the custom podcast player with embedded ad performance tracking as Fractional CTO at Listen Network, creating the core product that powers their paid distribution service for clients like PRX, PwC, and Meta.

πŸŽ™οΈ Custom podcast player with tracking πŸ“Š Ad performance measurement πŸ”Œ Ad-tech API integrations
Case Studies
AI & Automation

Legal Services

Immigration Timeline Generator: 10 Seconds vs 4 Hours

AI-powered immigration timeline generator that eliminated 99.9% of manual timeline creation time for Watson Immigration Law, transforming 2-4 hours of attorney work into 10 seconds of automated generation.

⚑ 99.9% time reduction πŸ’° $30K-120K annual ROI ⏱️ 2-4 hours β†’ 10 seconds
Case Studies
AI & Automation

Marketing Technology

Large-Scale AI Outreach: Hundreds of Sales Meetings Booked Monthly

Built a custom LLM-powered outreach platform for a stealth marketing startup, automating prospect discovery, personalized messaging, and conversation management at scale using fine-tuned models and RAG.

🎯 100s of prospects/day per client πŸ’¬ 1,000s of conversations/day πŸ“… 100s of meetings booked/month
Case Studies
AI & Automation

Financial Services

Long-Term Memory AI Chatbot: Enhanced RAG for Financial Services

Transformed a rudimentary AI chatbot MVP into a production-grade conversational system for a stealth financial startup, implementing multivector retrieval, re-ranking, and map-reduce memory summarization.

🧠 Long-term conversation memory 🎯 Improved retrieval accuracy πŸ’¬ Enhanced response relevance
Case Studies
AI & Automation

Healthcare & Medical Education

Real-Time Voice AI for Medical Oral Boards: Sub-Second Clinical Guidance

Built a voice-activated AI clinical assistant that transcribed oral board exam conversations in real time, generated continuous GPT-4o clinical reasoning, and delivered cached responses through an earpiece with sub-second latency.

πŸŽ™οΈ Real-time voice AI pipeline ⚑ Zero-latency cached responses 🧠 Continuous GPT-4o clinical reasoning
Case Studies
Platform Development

Healthcare & Research

Scalable Genomic Processing: 1,000x Speed Improvement with Distributed Computing

Built a distributed computing framework using Apache Spark for an immuno-sequencing startup, achieving 1,000x+ processing speed improvement on terabyte-scale genomic datasets with interactive visualization.

⚑ 1,000x+ faster processing πŸ’Ύ Terabyte-scale datasets πŸ“Š Interactive visualization
Case Studies
Platform Development

Entertainment & Legal Services

STAMPED: Digital Talent Showcase Connecting Jamaican Artists with Global Opportunities

Real-time voting platform connecting Jamaican performers with diaspora voters, legal services, and international opportunities through competitive talent showcases with fraud-resistant voting.

πŸ—ΊοΈ 14/14 parishes represented πŸ”’ 3 fraud prevention layers ⚑ 100% real-time voting
Case Studies
Fractional CTO

AgriTech

Strategic Technical Leadership Accelerating AgriTech Innovation

Led technical strategy and development team as Fractional CTO at ABACROP, delivering a crop monitoring MVP in just 3 months while architecting precision agriculture technology solutions and driving operational efficiency improvements.

🌾 Precision agriculture platform πŸ“ˆ Operational efficiency gains πŸ’‘ Strategic tech leadership
Case Studies
Fractional CTO

Fitness & Connected Hardware

Strategic Technical Leadership Catalyzing CITYROW's Acquisition by WaterRower

Provided strategic technical leadership as Fractional CTO at CITYROW during their post-Series A growth phase, optimizing their digital fitness platform and aligning technology with business objectives, culminating in successful acquisition by WaterRower in January 2024.

🎯 Strategic tech roadmap alignment πŸ† Successful acquisition by WaterRower πŸš€ Digital platform optimization
Case Studies
AI & Automation

Healthcare & Research

Vision AI Medical Research: Evaluating GPT-4 Vision for Dermatology Diagnostics

Partnered with Johns Hopkins Dermatology department to evaluate GPT-4 Vision accuracy in dermatological diagnostics, implementing specialized AI prompting techniques and building quantitative evaluation models.

πŸ₯ Johns Hopkins partnership πŸ”¬ GPT-4 Vision evaluation πŸ“Š AI vs expert comparison