Portfolio & Results
Projects from hackathons and personal exploration.
Last updated: May 2025
Every project here represents applied learning—from hackathon wins to production client systems. Multi-Role Fluency (Systems Architect → Product Manager → Implementation) runs through each one.
Voice AI Experiments
Hackathon wins and explorations in voice-first AI interaction.
Jazz Scat - Voice AI Music Generator
🏆 HackathonDec 2024Voice AI that lets you sing and generates matching backing tracks in real-time. Built in 48 hours with no prior voice AI experience—2nd place at ElevenLabs Global Hackathon.
Outcomes
- ✓2nd place at ElevenLabs Global Hackathon (500+ participants)
- ✓First voice AI project—learned the entire stack during the hackathon
- ✓Proved that curiosity + AI tools beats years of specialized experience
Nansen Voice - Conversational AI Foundation
🔬 ExplorationDec 2024Voice-first AI assistant that remembers past conversations. Started as 'what if AI could have a real conversation?' and evolved into a reusable foundation for client projects.
Outcomes
- ✓Built a working voice AI in one weekend
- ✓Learned mem0 memory system from scratch
- ✓Now reusing this pattern across 2 client projects
Client Work
Production systems delivering real business outcomes.
Autonomous Research Team for Market Analysis
Jan 2025Built a CrewAI-based system of agents that collaboratively performed market research and trend analysis
Outcomes
- ✓Delivered comprehensive market reports in 1/3 of the time
- ✓Increased depth of analysis through systematic research patterns
- ✓Reduced costs of market intelligence gathering
Marketing & Operations Automation - Ray of Joy Therapy
Feb 2025Implementing comprehensive automation solutions for therapy practice management, marketing operations, and client engagement at rayofjoytherapy.com
Outcomes
- ✓Streamlined client onboarding and scheduling processes
- ✓Automated marketing content distribution and engagement
- ✓Enhanced operational efficiency through integrated systems
E-commerce Platform AI Enhancement
ActiveJan 2025Shopify customization with AI-powered features: gift wizard, tiered pricing automation, and MOQ management for Singapore B2B corporate gift company.
Outcomes
- ✓Reduced manual order processing by 60%
- ✓Automated tiered pricing calculations
- ✓Integrated gift recommendation system
2026 Focus: AI Agents
Moving from AI tools to autonomous agent systems. Multi-agent orchestration, trust engineering, and knowledge patterns (RAG, MCP) are the next frontier.
Explore AI Agents →