AI Engineer Β· Beijing, China
Kelly Liu.
AI
What's your story?
Currently Schneider Electric
Education McGill MMA Β· Concordia
Based in Beijing πŸ‡¨πŸ‡³
Languages EN Β· δΈ­ζ–‡
See My Work GitHub β†— LinkedIn β†—
01

Work

2024 β€” Present
Schneider Electric
AI Algorithm Engineer
Led 10+ AI projects in energy management and industrial automation. Achieved 5–10% annual energy savings. Built an internal SaaS tool powered by LLMs. Represented Schneider at the 2024 World AI Conference in Shanghai.
Beijing, China
2021 β€” 2022
Foxconn
Technical Project Manager
Manufacturer for Apple MacBook. Led data-driven failure analysis during New Product Introduction β€” improved process efficiency by over 50%. Saved millions USD by optimizing warehouse stacking vs. new production line investment.
Chengdu, China
2018 β€” 2020
Novartis
Commercial Business Analyst
Supported 3 new drug launches. Built forecasting models and multi-source dashboards β€” contributed to market share gains and revenue growth.
Montreal, Canada
02

Projects

πŸ₯ˆ 2nd Place Β· $3,000
ALDO GenAI Hackathon
AI self-serve tool for ALDO store managers. Team Fractals. 38 teams; presented to CEO David Bensadoun. McGill Γ— AWS.
GenAI AWS Retail Oct 2024
πŸ“¦ Client Project
CN Rail β€” GenAI Classification
GenAI automated classification POC. 50% cost reduction. Fuel efficiency analysis β€” break-even Year 3, CAD $1,654 cumulative savings.
Python VectorDB Azure PowerBI
🩹 Personal
ACL-Patch
Real-time knee biomechanics tracker using MediaPipe + OpenCV. Built pre-op for my own ACL surgery.
Streamlit MediaPipe OpenCV
View on GitHub β†—
πŸš— Analytics
Canadian Car Sales Forecasting
Time-series forecasting on Canadian automotive sales using ARIMA and ML models. End-to-end in Jupyter.
Python ARIMA Forecasting
View on GitHub β†—
03

Skills

Drag to explore Β· Hover nodes
Core skill
Related tool
04

Writing

01
Why GenAI POCs fail in heavy industry (and how CN Rail was different)
The gap between a demo and a production system β€” from someone who's bridged it.
Coming soon
02
What 5–10% energy savings actually looks like with AI
Real numbers from real industrial deployments at Schneider Electric.
Coming soon
03
I built a computer vision app in 3 days before my ACL surgery
A walkthrough of ACL-Patch β€” and what MediaPipe taught me about fast prototyping.
Coming soon
04
The Foxconn to McGill to Schneider arc β€” building a career across two countries
On moving between Montreal and Beijing, and why the hybrid path is worth it.
Coming soon
05

Now

⚑
Day Job
At Schneider Electric in Beijing β€” deploying AI for energy management and industrial automation. Bridging Chinese and international teams.
🦡
Recovery
Post-ACL surgery (Jan 31, 2026). Doing the physio, tracking angles with my own app. Slowly getting back to MMA and the gym.
πŸ“ˆ
Investing
Actively investing in stocks and ETFs. Learning the markets while figuring out where the world is heading.
πŸ› οΈ
Building (Soon)
Indie hacking is on the roadmap. I have the tools, the domain knowledge, and the itch. The product idea is forming.

Last updated: April 2026

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