AI
- Human-AI collaboration
- Workflow automation use cases
Technical portfolio
Binary Outlook
Computing student building practical systems across AI tooling, deep learning, CUDA, and interactive web experiences.
About
Curious systems, real constraints.
I like ideas that survive contact with code: clear workflows, measurable models, fast kernels, and interfaces people can use.
Direction
Technical Direction
Application, model, systems, and interface work I am sharpening now.
CNN
- CNN architecture design
- Post-training quantization
CUDA
- Parallel execution
- GPU cost-performance optimization
Interface
- Front-end implementation
- Interaction design patterns
Projects
Featured Projects
Projects that carry the proof: agent safety, simulation, semantic play, and web interaction.
HaLoop
2nd place, Deep Learning Week 2026 Hackathon. DevSecOps guardrails for AI coding agents: approvals, risk scoring, and audit trails.
BadmintonManager
A badminton management sim for coaching decisions, match simulation, long-term systems, and tactical data.
The Lank Forenzo Simulator
A browser game for decision systems, reality-bending interactions, and web storytelling experiments.
SemantrisPlus
A Semantris reinterpretation with LLM-powered semantic play and cleaner interaction design.
GitHub
GitHub Snapshot
A live language mix from public repositories, shaped by AI, web, and systems projects.
Contact
Let's connect.
Open to AI systems, CUDA, technical projects, research, and collaboration.