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About Projects Virtual Me Experience

Ho Ko

> AI/ML Software Engineer

Redefining human-computer intelligence through on-device LLMs, 3D graphics, and custom agent runtimes.

About Me

I am an AI/ML Software Engineer with cross-domain experience spanning astronomy, weather forecasting, economics, healthcare, NLP, and computer vision. I work across the entire model lifecycle — from training and distilling deep models, to architecting highly efficient inference engines, to scalable, high-throughput serving.

I bring that same intelligence directly on-device through WebGPU, Three.js, and local LLMs — building sandboxed systems and custom peer-to-peer protocols that deliver responsive, privacy-preserving, and completely offline experiences.

20+ Projects Built
7+ Years in AI / ML
1B+ Users Reached

Skills & Expertise

Cross-Domain Experience
AstronomyWeather ForecastingEconomicsHealthcareNLPComputer Vision
End-to-End ML Lifecycle
Model TrainingDistillationQuantization / CompressionInference EnginesOn-Device DeploymentScalable Serving
Programming Languages
PythonC / C++SwiftJavaKotlinJavaScriptAssembly x86ProcessingMATLAB

Project Explorer

Left click + Drag to rotate. Scroll to zoom. Hover over nodes to see titles. Click a star to inspect the project details.

Chat with Virtual Me

Have a conversation with an AI assistant loaded with my professional timeline, research interests, and project knowledge. To preserve maximum privacy and keep everything open, this conversation runs locally in your browser via WebGPU.

Select In-Browser LLM Model

Runs entirely on your device's GPU via WebGPU. Select a model to download and compile.

LFM 1.2B

Quick Thinking model

Size: ~900MB

Gemma 4 E2B

Smarter assistant (MediaPipe LiteRT)

Size: ~2GB
Not Initialized
Speed: -- tps

Hi! I am the virtual avatar of Ho Ko. Ask me anything about my experiences, projects, or background, and I will search my local index to answer you!

Experience & Education

Education

USC (2021 - 2023)

M.S. in Computer Science

Specialization in AI & ML (Completed post-transfer)

GPA: 4.0/4.0
Waterloo (2020 - 2021)

M.S. in Electrical & Computer Engineering

Focus on Machine Learning & AI (Transferred to USC)

GPA: 3.9/4.0
NCU (2016 - 2020)

B.S. in Computer Science

Taiwan (Completed B.S. CS)

GPA: 3.8/4.0