Timothy Zoe Delaya
AI engineer · builder · Singapore
Applied AI student in Singapore. Started in game dev, got pulled toward AI through Game AI, and never really left.
Back to basics.
3 projects: LLM · ML · CV
Not everything needs an LLM.
Reach for simpler solutions first.
Ship something real.
That someone actually uses.
experience
- Built a CV pipeline that analyses children's drawings to assess fine-motor skills.
- Shipped an agentic HR-screening app that ranks candidates against JDs via keyword + vector search.
- Automated bill & expense entry into Zoho Books by extracting structured data with LLMs.
- Explored machine learning, deep learning, and large language models for multimodal depression detection.
- Multimodal Transformer achieving 86.84% weighted F1 on binary depression classification for the elderly.
- Hybrid SQL + vector search across 3,000+ marketing assets.
- Automated keyframe selection in infographic videos via edge detection.
- Designed & developed an interactive RPG for HR to showcase job roles within the bank.
- Built and deployed the game as an Android APK.
- Led gameplay mechanics for a health-literacy game in Unity in a 4-person team.
- Collaborated with designers on gameplay teaching antibiotic-misuse awareness.
skills
projects
AI-powered deployment tool pairing a Python (FastAPI) backend with a VS Code extension. Uses Gemini with agentic tools to iteratively explore a project, generate a Dockerfile, build the image, and deploy it to Google Cloud Run — end-to-end with OAuth auth and runtime env-var support.
Cloud-based event management system deployed on AWS EC2 & RDS with Auto Scaling, Load Balancer, IAM, and VPC for high availability and security.
TBD — large language model focused project. In planning.
TBD — machine learning focused project. In planning.
TBD — computer vision focused project. In planning.