Rishabh Kumar
Quant Finance | Data Science I Quantitative Blockchain Analyst @AlphaCube
- Role
- Quantitative Blockchain Analyst at Alphacube
- Location
- Bethlehem, PA, US
- LinkedIn followers
- 500 followers
About Rishabh Kumar
I thrive on solving complex problems and uncovering actionable insights from data…
Experience
Quantitative Blockchain Analyst
Nov 2024 — Present · Dubai, AE
Developed machine learning models to identify market maker transactions and differentiate them from organic trades within Solana blockchain-Analyzed and labeled swap transactions to enrich data, identifying different exchanges, swaps, and associated tools-Classified blockchain accounts into categories such as market makers and organic traders to enhance understanding of transaction types-Built algorithms to recognize and accurately label token transactions based on market activity patterns-Worked on validating and improving recognition accuracy to better detect market maker behaviors.
Education
Lehigh University
B.S., Computer Science and Business, Minors in Entrepreneurship and Earth & Environmental Sciences
2020 — 2024
Lehigh University College of Business
Master of Science - MS, Financial Engineering
Delhi Public School, Siliguri
High School Diploma
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