Rui Nian
Head Of Technology at Spartan Controls
Edmonton, Alberta, Canada
Summary
👤
Senior🎓
Top SchoolRui Nian is a technology leader and applied ML practitioner with eight years of experience building industrial AI and control systems, currently serving as Head of Technology at BlueMarvel AI in Edmonton. He blends advanced research—an MSc focused on reinforcement learning for control—with hands-on delivery of production solutions for process optimization, anomaly detection, and fault-tolerant control across energy and industrial settings. Rui’s background includes developing MPC vs. deep RL comparisons, energy-saving adaptive controllers, and SMART alarm systems, demonstrating a knack for turning academic RL advances into regulatory-compliant, cost-saving deployments. He is comfortable across the stack—from TensorFlow and Python-based model pipelines to Linux server training environments and cloud-integrated ML products—and has a history of collaborating with front-end teams to ship end-to-end systems. Active on GitHub and StackOverflow, he describes his work simply as “I automate things with ML,” reflecting a pragmatic focus on automation that delivers measurable operational impact. An uncommon strength is his track record of translating research prototypes into enterprise-scale tools that yield multi-million dollar decisions and savings.
8 years of coding experience
4 years of employment as a software developer
BSc., Chemical Engineering Co-op, 3.9 / 4.0, BSc., Chemical Engineering Co-op, 3.9 / 4.0 at University of Alberta
English, Chinese
Stackoverflow
2,699reputation
292kreached
41answers
33questions
dataframe
top-5%
loops
top-5%
machine-learning
top-5%
concatenation
top-5%
deep-learning
top-5%
python
top-5%
Github Skills (23)
dataframe9
python9
loops9
machine-learning9
concatenation9
deep-learning9
syntax-highlighting6
optimization6
neural-network6
keras6
tensorflow6
evolutionary-algorithms6
operations-research6
classification6
robotics6
Programming languages (1)
Github contributions (5)
RuiNian7319/Thesis
Jan 2019 - Jan 2020
Contributions:198 pushes, 1 branch in 1 year
RuiNian7319/Woodberry_Distillation
Jan 2019 - Jul 2019
Contributions:98 commits, 89 pushes, 1 branch in 5 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.