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Data Analyst Model Development

Location:
New York, NY
Posted:
March 24, 2024

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Resume:

JOK ALEU

** ***** ****** *, *** York, NY ***** ad4jpr@r.postjobfree.com 716-***-**** https://github.com/jaleu/ EDUCATION

New York University – Leonard N. Stern School of Business New York, NY B.S in Business w/ concentration in Quantitative Econometrics and Applied Mathematics Expected May 2024

● Relevant Coursework: Advanced Macroeconomics, Foundations of Finance, Econometrics

● Extracurriculars: Japanese Cultural Association, Quantitative Finance Association, SEO Career PROJECTS

MMA Sports Betting Algorithm New York, NY

Research December 2023 – Present

● Applied advanced Python libraries/tools such as pandas, SQL, tensorflow, and TPOT in the model development

● Used hyperparameter tuning to improve model accuracy from a base of 55% to 60%

● Researched and tested various models including markov chains, CNNs, RNNs, and denoising transformers

● Collaborated with professional C++ developer and risk data analyst to clean and analyze the data using efficient code Stern Program for Undergraduate Research New York, NY Research October 2022 – June 2023

● Using tools such as linear regression and data cleaning to find potential applications of NFT technology

● Analyzed gaming NFT collections to propose novel and current applications and pitfalls of the technology Poker Player Classification Algorithm New York, NY Research March 2022

● Developed a Python script using k-means clustering to identify and classify 6 poker player types

● Utilized data analysis tools like pandas and SQL to clean and navigate over 4 million poker hands

● Deployed script to 20+ users while classifying player type 20% more accurately than traditional measures EXPERIENCE

Poker New York, NY

Midstakes Poker Player June 2019 – Present

● Used mathematical principles and studied 2 TB of nash equilibrium poker sims to win $15,000 over 4+ years.

● Regressed poker hands using database analysis to develop exploitative strategies, resulting in a 10bb/100 edge

● Played a variety of stakes with proper bankroll and bet management from 50b ACR to 100/200/500 nl app games Safe Mobility Service Rides LLC Buffalo, NY

Operations and Compliance June 2020 – Aug 2022

● Proactively managed and dispatched a team of 10 drivers, resulting in an increased customer retention by 2 months

● Reviewed and researched 2 years of client records in 3 weeks to pass inspection

● Implemented a GPS system and new budget that reduced drive times by 140 hours a week fleetwide

● Optimized the workflow by writing a Python script to automate schedule creation, saving up to 10 hours every week LEADERSHIP

Japanese Cultural Association New York, NY

Outreach Officer March 2021 – Present

● Planned a successful virtual movie night with 30 attendees; the highest that semester

● Managed a weekly newsletter that goes out to over 70 members ADDITIONAL INFORMATION

Languages: Japanese (Fluent)

Technical Skills: Proficient in Excel, PowerPoint, SQL/Python/(Numpy, scikit learn, pandas) Interests: Chess (1800+ ELO), Yugioh (Top 5% Master Duel), Cross Country



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