Vivek Kumar
Sr Product Director, Data Analytics & AI
Singapore
Summary
👤
Senior🎓
Top SchoolVivek Kumar is a senior product leader specializing in Data Analytics and AI with 11+ years of experience driving data-driven transformation across banking and finance. He combines deep quantitative finance expertise (IFRS9, FRTB, NIM, EVA, derivatives analytics) with hands-on data engineering and BI skills, having built reporting, modeling and analytics platforms using PySpark, Dataiku, Tableau and SAP Analytics Cloud. At Standard Chartered he has led cross-functional teams to re-engineer legacy reporting, automate operations and embed governance aligned to BCBS239 standards. He is comfortable reversing complex quantitative models and translating risk, compliance and unstructured data into actionable insights that reduce manual work. Vivek also hires and mentors analytics teams across Singapore and India and brings practical experience with low-code generative AI and SAP Joule integrations—an uncommon blend of front-line engineering and product vision for finance-grade AI.
11 years of coding experience
5 years of employment as a software developer
MSc Finance, MSc Finance at UCD Michael Smurfit Graduate Business SchoolBachelor of Engineering (BEng) Computer Science, Bachelor of Engineering (BEng) Computer Science at Visvesvaraya Technological UniversityMSc Financial Engineering, MSc Financial Engineering at WorldQuant UniversityCQF Quantitative Finance, CQF Quantitative Finance at CQF Institute
Github Skills (16)
regression8
classification8
clustering7
anomaly-detection6
python6
gpu5
nlp5
machine-learning5
time-series5
deep-learning4
machine-code4
data-science4
scikit-learn3
ml2
low-code2
Programming languages (2)
Github contributions (5)
vivekvision/TradingStrategy
Dec 2019 - Jan 2020
Contributions:24 commits, 17 pushes in 14 days
vivekvision/PandasDataWrangling
Apr 2022 - Apr 2023
Contributions:21 pushes, 1 branch in 1 year
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