Kelechi Ikegwu
Lead Data Scientist
Greensboro, North Carolina, United States
Summary
👤
Senior🎓
Top SchoolKelechi Ikegwu is a Lead Data Scientist with over nine years of experience applying AI and data science across aerospace, transportation, and financial industries, currently driving production ML and MLOps at Volvo Group. He has deployed 70+ production models, architected the Commercial Finance MLOps/DevOps framework, and built forecasting and simulation tools that delivered multi-million dollar cost savings and dramatically shortened planning cycles. Kelechi blends deep research roots—PhD-level work on information theory, transfer entropy, and fast open-source implementations—with hands-on engineering on Azure Databricks and scalable backend/frontend integrations. He’s also taught and mentored students as an adjunct professor, bringing pedagogical clarity to complex topics and fostering industry-ready skills. Notably, his research produced tools that sped transfer entropy estimates by orders of magnitude and informed published work linking firm behavior in financial markets.
9 years of coding experience
4 years of employment as a software developer
Bachelor of Science - BS Information Technology, Bachelor of Science - BS Information Technology at North Carolina Agricultural and Technical State UniversityDoctor of Philosophy - PhD Informatics: Data Analytics and Information Visualization, Doctor of Philosophy - PhD Informatics: Data Analytics and Information Visualization at University of Illinois Urbana-Champaign
Japanese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (8)
language-learning5
machine-learning3
data-science2
python1
mlops1
sql-like1
sql1
explore1
Github contributions (3)
lcdm-uiuc/sml
Oct 2016 - Dec 2016
Contributions:62 commits in 1 month
machine-learninglanguage-learningdata-science
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