Institute of Computing Technology, CAS / UCAS
M.Eng. in Artificial Intelligence · Recommended Admission
Focus: high-speed vision, multimodal information processing, and practical AI systems.
AI · RUST · DEVELOPER TOOLS
Chen Lei
Incoming M.Eng. Student in AI · Rust Developer · Practical AI Builder
Profile
Incoming M.Eng. student in Artificial Intelligence at the Institute of Computing Technology, Chinese Academy of Sciences, with a B.Eng. in Intelligent Manufacturing Engineering from Southwest Jiaotong University. Interested in retrieval-augmented generation, embeddings and reranking, parameter-efficient fine-tuning, model efficiency, and Rust tooling for machine learning. Experienced in computer vision research and e-commerce data engineering.
Education
Southwest Jiaotong University
B.Eng. in Intelligent Manufacturing Engineering
Thesis: Optimization and lightweight deployment of deep-learning-based binocular stereo matching.
Experience
AI / Data Engineering Intern
E-commerce Company
- Built a multi-store merchant data aggregation and operational analytics platform.
- Developed a WeChat mini program for daily sales collection and reporting.
- Designed workflows for collecting, cleaning, storing, and scheduling e-commerce operational data.
- Explored LLM-based normalization of product names, models, and SKUs.
Selected Projects
Model Weight Parser
Rust · Ratatui · Safetensors
A Rust tool for parsing Safetensors model weights and inspecting tensor names, data types, and shapes through an interactive terminal interface.
RAFT-Stereo Optimization and Deployment
PyTorch · Stereo Matching · FP16
Evaluated refinement, edge-loss, and partial-unfreezing strategies on Middlebury 2014 and delivered an FP16 inference path that reduced average latency from 209.80 ms to 173.59 ms while keeping accuracy effectively stable.
Superlabel
Python · Data Aggregation · E-commerce Analytics
An operational analytics platform that consolidates merchant data from multiple sources and provides unified querying, metric organization, and reporting workflows.
Technical Skills
- Languages
- Rust, Python, TypeScript, JavaScript
- AI
- PyTorch, RAG, embeddings, reranking, LoRA, Safetensors
- Engineering
- Git, Jujutsu, Docker, PostgreSQL, GitHub Actions, Cloudflare
- Environment
- CachyOS, Linux, Zed, Bash