Oleg Melnikov
Lecturer in Computer Science at Johns Hopkins Whiting School of Engineering / Instructor at Stanford Continuing Studies
Schools
- Stanford Continuing Studies
- School of Hotel Administration
- UW Professional & Continuing Education
Expertise
Links
Biography
Stanford Continuing Studies
Oleg Melnikov has received his PhD in Statistics from Rice University, advised by Dr. Katherine Ensor in the thesis topic of non-negative matrix factorization (NMF) applied to time series. Currently, he is leading a Data Science team at ShareThis Inc, Palo Alto, CA, and has decades of experience in mathematical and statistical research and teaching, finance (portfolio management and security analysis), ad tech, databases and software development. His academic path started with a BS in Computer Science (and some years in pre-med). Now, he holds masters' degrees in CS (Machine Learning track) from Georgia Institute of Technology, Mathematics from UC-Irvine (where he was in Math PhD program), Statistics from Rice University, MBA from UCLA, and Finance (equivalent certificate). Oleg is passionate about education and hard sciences. He has been teaching graduate level statistical inference and statistical learning at Stanford University in Fall'19 & Winter'20. Also, he taught graduate level Quantitative Financial Risk Management courses at Rice in 2014-2015 and was a lead TA for various courses in mathematics, statistics, and time series at UCI and Rice.
Companies
- Senior Director of Data Science ShareThis (2020)
- Lecturer in Computer Science Johns Hopkins Whiting School of Engineering (2020)
- Course Developer and Lecturer @ Computer Science Dept, International College of Economics/Finance Higher School of Economics (2020)
- Instructor @ Department of Continuing Studies (developing/teaching online NLP course) Stanford University (2020)
- Lecturer of Statistics in Data Science UC Berkeley School of Information (2020 — 2021)
- Adjunct Instructor in Data Science and Machine Learning eCornell (2020 — 2020)
- Adjunct Lecturer and Course Developer @ Computer Science Department Cornell University (2020 — 2020)
- Director of Data Science ShareThis (2019 — 2020)
- Adjunct Lecturer @ Department of Statistics (teaching graduate statistics and machine learning) Stanford University (2019 — 2020)
Education
- PhD'17 Rice University (2012 — 2017)
- Master of Science - MS Georgia Institute of Technology (2017 — 2019)
- Master of Science (M.Sc.) Rice University (2012 — 2016)
- MS University of California, Irvine (2010 — 2012)
- Certification in Quantitative Finance (CQF) 7 City Learning (2008 — 2009)
- Master of Business Administration (MBA) UCLA Anderson School of Management (2001 — 2004)
- Bachelor's degree California State University, Northridge (1997 — 1999)
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