Raymond Li
Canada
Summary
🤩
Rockstar🎓
Top SchoolRaymond Li is a research developer with 11 years of experience applying probabilistic and statistical rigor to machine learning and AI problems across startups and enterprise teams. Currently at ServiceNow after a formative period at Element AI, he specializes in turning research prototypes into production-ready systems that solve real-world business challenges. His academic background combines École Polytechnique training in probability and statistics with a flawless 4.0 MS in Computer Science, signaling strong theoretical foundations paired with engineering discipline. Past internships at Shift Technology and Klee Group show early exposure to applied ML and web visualization, respectively, reflecting a blend of backend research and user-facing product instincts. Based in Canada, he brings a research-first mindset to product teams, often bridging the gap between novel algorithms and scalable implementations. Colleagues would note his uncommon mix of deep statistical insight and practical delivery experience.
11 years of coding experience
2 years of employment as a software developer
Classe préparatoire MPSI - MP*, Classe préparatoire MPSI - MP* at Lycée StanislasMaster of Science - MS, Computer Science, GPA: 4/4, Master of Science - MS, Computer Science, GPA: 4/4 at Université de Montréal - École Polytechnique de MontréalProbability and Statistics, Probability and Statistics at Ecole polytechnique
French, English, Chinese, Spanish
Github Skills (40)
transformers10
pytorch10
language-model10
python10
servicenow10
machine-learning10
large-language-models10
llm10
transformer-models10
audio10
code-generation10
deep-learning10
natural-language-processing10
nlp10
machine-learning-models9
Programming languages (2)
Github contributions (5)
bigcode-project/Megatron-LM
Oct 2022 - Mar 2023
Ongoing research training transformer models at scale
Contributions:32 reviews, 57 commits, 30 PRs in 4 months
transformer-modelstransformers
ElementAI/test-suite-sql-eval
Jan 2021 - Nov 2021
Semantic Evaluation for Text-to-SQL with Distilled Test Suites
Contributions:3 reviews, 5 PRs, 8 pushes in 10 months
text-to-sqlsqlevaluationsuitessemantic
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