Work

Roles at Talkweb, MatriQ, and Huawei 2012 Labs, shipping agents, model security, and quantum-AI control.

AI Algorithm Engineer
Talkweb Information System Co., Ltd
Mar 2025 – Nov 2025·Hangzhou, China
- Built a lightweight C++ on-device AI agent framework extending AutoGen with OpenAI APIs and MCP, plus an AI Agent Security Posture Management system using fine-tuned DeBERTa and rule/LLM MCP analysis.
- Developed a cloud-edge AI model protection framework with AES-GCM and digital envelopes, integrating llama.cpp and ONNX Runtime with OpenSSL-based edge reconstruction.
Software Engineer / AI Engineer
MatriQ
Jan 2024 – Jan 2025·Hangzhou, China
- Contributed to growth from angel to A+ funding (1B+) within one year by building automated AI and quantum-control infrastructure.
- Reached 99.85% F1 with a PyTorch/CUDA atom-state classifier trained on 14,751 images, with 99.73% precision and 0.55 ms inference per 50 images.
- Cut waveform-generation latency 13× (200 ms to 15 ms) by re-engineering a Python pipeline in C++.
- Built a hybrid quantum-AI control backend for ML inference, data acquisition, digital I/O, and rearrangement, supporting 45×45 arrays and 1,000+ error-free atoms.
Software Development Engineer
Huawei Technologies Co., Ltd.
Nov 2021 – Nov 2023·Shenzhen, China
- Developed AI model security in MindSpore, including encryption, adversarial defense, and dynamic model obfuscation, and filed a related patent.
- Supported MindSpore CC EAL2+ certification and led the Trusted AI SIG, driving secure-AI features across framework components.

Let’s connect

Open to AI engineering internships and co-op roles. I design, build, and ship agentic systems from prototype to production.

Toronto, ON