>portfolio

Case Studies & Project Impact

Real solutions that drove business results. From Fortune 500 POCs to startup MVPs.

>recent-wins

Groq Latency Visualization Tool

2025 • Maitai

Challenge: Groq needed compelling demos to showcase their AI inference speed advantage to Fortune 500 prospects.

Solution: Built interactive latency visualization and fine-tuning guidance tool with real-time performance metrics.

Impact: Generated 2 Fortune 500 POCs and multiple LOIs within 6 weeks of deployment.

ReactTypeScriptAI/MLData Viz
Open Source Available

AI-Powered Quote Engine

2024-2025 • ProposalStream

Challenge: Manual quote generation taking 24+ hours, losing deals to faster competitors.

Solution: Built full-stack AI quote engine with Next.js and Supabase, automated proposal generation and pricing logic.

Impact: Reduced quote turnaround from 24 hours to 3 minutes. Closed 3 contracts via 15-minute live demos (40% win rate).

Next.jsSupabaseAI/LLMSales Tech
40% Win Rate

Full-Stack Learning Management System

2024 • Rapid MVP

Challenge: Client needed complete LMS platform in under 2 weeks for course launch.

Solution: Architected and built full-stack LMS with user management, course delivery, progress tracking, and payment integration.

Impact: Delivered in 10 days, now serving 1,000+ active learners with 99.9% uptime.

ReactNode.jsPostgreSQLStripe
1K+ Users

Nous Research Hackathon Solution

2025 • 2nd Place

Challenge: Build innovative AI solution in 48-hour competitive hackathon environment.

Solution: Developed novel approach to AI model optimization with real-time performance monitoring and adaptive scaling.

Impact: Secured 2nd place among 100+ teams, demonstrating rapid prototyping and technical innovation skills.

PythonAI/MLFastAPIInnovation
2nd Place Winner
>impact-summary
• 2 Fortune 500 POCs generated in 6 weeks
• 40% win rate on cold outreach demos
• 1,000+ users served on rapid MVP delivery
• 24h → 3min quote turnaround improvement
40%
Demo Win Rate
1K+
Users Served
10
Days to MVP
>core-capabilities

Technical Solutions

• Rapid 0-to-MVP prototyping
• Full-stack development (React/Next, Python)
• API integration & demo architecture
• RAG/LLM pipeline implementation
• Database design & optimization

Business Impact

• Pre-sales discovery & solution mapping
• Live technical demonstrations
• POC development & customer success
• Technical storytelling & DevRel content
• Cross-functional team collaboration