Nevin Baiju
Machine Learning Engineer at Meta
Charlotte, North Carolina, United States
Summary
👤
Senior🎓
Top SchoolNevin Baiju is a machine learning engineer with nine years of experience building production ML systems that drive cost savings and operational improvements across automotive and energy sectors. Currently at Meta, he focuses on safeguarding young Instagram users, bringing prior impact at Siemens Energy where his models and microservice standards unlocked millions in savings, improved analytics by 40%, and accelerated 3D-print cost estimation by 4x. He previously optimized supply chains and pricing at Nissan, cutting expedited shipment costs by over $20M annually and streamlining data pipelines with Spark and Airflow. Nevin pairs strong research chops—work on gradient-leakage defenses and diffusion-based image reconstruction during his MS—with hands-on deployment experience such as Llama2-based part bucketing and OCR for RAG workflows. Based in Charlotte, he’s known for turning complex unstructured data into production-ready models and for educating teams on deep learning best practices.
9 years of coding experience
6 years of employment as a software developer
Master of Science - MS, Computer Science, 4/4, Master of Science - MS, Computer Science, 4/4 at University of North Carolina at CharlotteBachelor of Technology - BTech, Computer Science and Engineering, Bachelor of Technology - BTech, Computer Science and Engineering at Sree Chitra Thirunal College of Engineering, Pappanamcode, ThiruvanthapuramComputer Science, Computer Science at Christ Nagar, higher secondary school, Trivandrum
Malayalam, English
Stackoverflow
325reputation
24kreached
8answers
16questions
Github Skills (52)
apache9
monitor9
shap9
shapley9
gradient-boosting9
python9
scheduler9
defold9
machine-learning9
automation9
orchestration8
deep-learning8
mlops8
etl8
data-science8
Programming languages (6)
Github contributions (5)
nevinbaiju/anomaly-detection
Jan 2019 - Feb 2022
Contributions:75 commits, 1 push in 3 years 1 month
nevinbaiju/100_days_of_leetcode
Aug 2022 - Jun 2024
Contributions:143 pushes, 1 branch in 1 year 9 months
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