Projects
Digital Art & Animation
Exploring the intersection of technology and artistic expression while learning new digital mediums
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Basketball Journey
Documenting the journey of skill development and team dynamics in basketball
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Potato Audit
Auditors manually processing thousands of documents and announcements, leading to inefficiencies and potential errors
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SG Internship Listing
Job searching process is fragmented and time-consuming, with students spending hours manually searching across multiple platforms and filling repetitive applications
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DreamSchool Twitter Auto-Reply Bot
Initial request to create multiple promotional bots, which could harm brand credibility and violate platform policies
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AMMO AI - AI Content Generation & Marketing Tools
AI content lab needed experimental features and marketing automation, including AI-generated podcasts with multi-step LLM pipelines and Twitter engagement analytics
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PKF-CAP - Self-Service Analytics Platform
Manual operational processes (CaseWare access, charge codes, QC forms) created bottlenecks, while fragmented data sources made partner-level analytics slow and labor-intensive
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n8n Headhunter Workflow – LLM Agent for Candidate Search
Traditional candidate sourcing is expensive (LinkedIn Recruiter costs $800+/month), slow (manual searches take hours), and opaque (hard to audit search decisions and understand why candidates were selected or rejected)
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SG Jobs Aggregator – Data Integration Platform
Singapore job seekers face fragmented job listings across hundreds of company career sites with no centralized, up-to-date aggregation platform specific to Singapore market
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CTO – Chief Talent Officer
Job seekers spend hours manually tailoring resumes and cover letters for each application, often compressing their rich project history into a single generic resume that doesn't reflect their full capabilities
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Jasper Vault - Crypto Analytics & Trading Research
Crypto fund needed comprehensive market analytics and data-driven insights for investment decisions, but data was scattered across multiple platforms
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