Portfolio & Results
Real projects demonstrating AI implementation across hackathons, experiments, and client work. These aren't theoretical—they're battle-tested solutions.
Last updated: May 2025
Every project here represents applied learning—from hackathon wins to production client systems. The Three-Hat Framework (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
🏆 HackathonVoice AI that allows users to sing and generates matching backing tracks in real-time. 2nd place winner at ElevenLabs Hackathon.
Outcomes
- ✓2nd place at ElevenLabs Global Hackathon
- ✓Demonstrated voice-first AI interaction patterns
- ✓Explored real-time reasoning with voice synthesis
Nansen Voice - Conversational AI Foundation
🔬 ExplorationReusable voice-first conversational AI webapp. Exploring ElevenLabs + mem0 memory for persistent context across conversations.
Outcomes
- ✓Created modular voice agent architecture
- ✓Integrated conversation memory with mem0
- ✓Established patterns for voice-first SME applications
Client Work
Production systems delivering real business outcomes.
Autonomous Research Team for Market Analysis
Built 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
Implementing 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
B2B Corporate Gift Platform Transformation
PlannedWebsite rebuild and business intelligence implementation for leading Singapore corporate gift company
Outcomes
- ✓Enhanced digital presence and user experience
- ✓Integrated business intelligence for data-driven decisions
- ✓Automated inventory and order management
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 →