Summary
Overview
Work History
Education
Skills
Certification
Additional Information
Timeline
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Jacob Shipkevich

Data Scientist And Analyst
New York,NY

Summary

Math-minded person committed to collecting and analyzing reliable, accurate data. Adept working with Python, statistical and BI tools. Known for strong communication skills, creating clear reports from complex information, learning new skills fast, and having a knack in understanding abstract concepts.

Overview

3
3
years of professional experience
5
5
years of post-secondary education
2
2
Certificates

Work History

Technical Product Manager

Galaxy Digital
New York, NY
03.2021 - Current

Automated over 30 processes within various departments, which is saving a minimum of 9,500 business hours per year. Led a team of six developers to create a reconciliation system covering Manual OTC and Electronic Trading teams' activity that enables smooth internal audits and will save $100,000s yearly on extensive 3rd party accounting vendor services. Integrating business process use-cases into a consolidated software solution. Building BI dashboard that will cover futures/perpetual positions metrics. Key Achievements:

  • Developed automated reconciliation system five months earlier than expected. This prompted DB updates that increased order management system's data completeness and accuracy of major exchanges' activities by 38%.
  • Created reporting tool that sends daily statements to all counterparties that have open option positions.
  • Investigated and corrected or escalated project problems

Lead Data Analyst and Tech BA

Jefferies (via Capco)
New York, NY
02.2019 - 03.2021

Documented reporting requirements for applications used by over 6,000 users while acting as liaison between senior stakeholders and business users. Solved data discrepancy issues in MSQL. Primary contact for BI developers to communicate product functionalities. Analyzed and established hierarchal entitlement user data access for over 3,000 Fixed Income and Equities employees.

Key Achievements:

  • Created program script that parses over 1,000 Power BI user requests on average per day for usage analytics stored in SSMS.
  • Increased adoption of other applications by over 160% in less than 2 months while analyzing and developing an analytical adoption dashboard for senior investment bankers.

Education

Master of Science - Applied Mathematics And Statistics

SUNY Stony Brook
Stony Brook, NY
08.2017 - 12.2018

Bachelor of Science - Applied Mathematics And Statistics

SUNY Stony Brook
Stony Brook, NY
08.2013 - 05.2017

Skills

Mathematical Models

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Certification

SOA Exam P: Proability

Additional Information

Trading Algorithm

  • Built a trading algorithm that uses statistical, quantitative risk management, machine learning and technical analysis tools for modeling and enhanced signal predictions.
  • Market tick level, OHLCV and on-chain data used as inputs for the models.
  • Architectural tools used include Docker, Kafka and AWS Lambda
  • Traded through Binance API to conduct transactions between Bitcoin and USD

Timeline

Technical Product Manager

Galaxy Digital
03.2021 - Current

Lead Data Analyst and Tech BA

Jefferies (via Capco)
02.2019 - 03.2021

SOA VEE Mathematical Statistics

05-2018

Master of Science - Applied Mathematics And Statistics

SUNY Stony Brook
08.2017 - 12.2018

SOA Exam P: Proability

07-2016

Bachelor of Science - Applied Mathematics And Statistics

SUNY Stony Brook
08.2013 - 05.2017
Jacob ShipkevichData Scientist And Analyst