# Wen-Chi (Vicky) Tsai

Canonical profile: https://humetric.net/p/profile-a20f09957c054e9090f3c28ff5d76fd4
Last verified: 2026-10-03

Wen-Chi (Vicky) Tsai is AI Software Engineer, 4 years of experience, with expertise in A*, AI Agents, C++, Computer Vision, DFS, GitLab, GitLab Model Context Protocol, GPTQ, iOS, K-Nearest Neighbors, Knowledge Distillation, LLM Evaluation.

## Summary

An AI software engineer focused on agent evaluation, model optimization, edge LLM compression, and multimodal machine learning. Experience includes building agent failure-analysis pipelines, MCP-based developer tools, quantized and distilled language models, geometric planning systems, and on-device computer vision applications.

## Keywords

AI Software Engineer, A*, AI Agents, C++, Computer Vision, DFS, GitLab, GitLab Model Context Protocol, GPTQ, iOS, K-Nearest Neighbors, Knowledge Distillation, LLM Evaluation, LLM Fine-Tuning, LLM-Neo, LoRA, Machine Learning, MCP, Multimodal Machine Learning, Nearest-Neighbour Search, Open3D Point Cloud, Pattern Recognition, Python, PyTorch, Quantization, Rejection-Sampling Fine-Tuning, Sentence Transformers, Software Engineering, Swift, TensorFlow Lite, TypeScript, UAV Path Planning, VS Code, YOLOv8, Research Assistant, Agent Harness and Model Co-Optimization, Software Engineering Intern, Research Assistant, Edge LLM Compression, Startup Engineer, Language Technologies Institute, CMU, ASUS, Open Cloud Infrastructure Software R&D Team, Wireless Ad-Hoc and Sensor Networks Laboratory, NCU, RoomMuse

## Profile questions

### What does Wen-Chi (Vicky) Tsai specialize in?

Wen-Chi (Vicky) Tsai lists A*, AI Agents, C++, Computer Vision, DFS, GitLab, GitLab Model Context Protocol, GPTQ, iOS, K-Nearest Neighbors, Knowledge Distillation, LLM Evaluation, LLM Fine-Tuning, LLM-Neo, LoRA, Machine Learning, MCP, Multimodal Machine Learning, Nearest-Neighbour Search, Open3D Point Cloud, Pattern Recognition, Python, PyTorch, Quantization, Rejection-Sampling Fine-Tuning, Sentence Transformers, Software Engineering, Swift, TensorFlow Lite, TypeScript, UAV Path Planning, VS Code, YOLOv8 as professional skills.

### What roles has Wen-Chi (Vicky) Tsai worked in?

Wen-Chi (Vicky) Tsai has experience in Research Assistant, Agent Harness and Model Co-Optimization, Software Engineering Intern, Research Assistant, Edge LLM Compression, Startup Engineer across organizations including Language Technologies Institute, CMU, ASUS, Open Cloud Infrastructure Software R&D Team, Wireless Ad-Hoc and Sensor Networks Laboratory, NCU, RoomMuse.