Jian Yap
Software Engineer at BentoML
Singapore
Summary
🤩
Rockstar🎓
Top SchoolJian Yap is a data scientist and machine learning engineer with 9 years' experience building production-ready ML systems and web applications out of Singapore. He combines deep learning expertise (PyTorch, fast.ai) with pragmatic MLOps and web development skills (Django, React) to ship end-to-end solutions—from feature stores and CI/CD for models to customer-facing recommendation services. Jian led ML efforts at ShopBack, lifting content-driven conversion and deploying reusable feature infrastructure, and has productionized recommender and ranking systems at AirAsia and Wooppy. Currently contributing at BentoML and Modular, he blends hands-on engineering, technical writing, and community engagement around practical deep learning. A First Class honours graduate from Monash, he was a Top 50 finalist in the Grab SEA AI Challenge 2019—evidence of his ability to turn research-level models into measurable business impact.
9 years of coding experience
7 years of employment as a software developer
Bachelor’s Degree, Electrical and Computer System, CGPA : 3.97 | Average : 87 | First Class Honours, Bachelor’s Degree, Electrical and Computer System, CGPA : 3.97 | Average : 87 | First Class Honours at Monash University Malaysia
Stackoverflow
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0reached
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Github Skills (145)
python10
model-management10
mlops10
deep-learning10
django10
multimodal10
llm-inference10
llmops10
generative-ai10
recommender10
kubernetes10
data-science10
aws-lambda10
tensorflow10
user-experience10
Programming languages (7)
Github contributions (5)
jianshen92/BentoML
May 2023 - Nov 2024
Unified Model Serving Framework 🍱
Contributions:63 pushes, 37 branches in 1 year 6 months
jianshen92/gameking
Apr 2020 - Sep 2021
A platform for web page based social game
Contributions:7 PRs, 16 pushes, 2 branches in 1 year 4 months
web-page
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