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Mani Suresh is a seasoned quantitative researcher with expertise in data analysis, machine learning, and programming. He has worked as a Quantitative Researcher at DGV Solutions LP, where he developed a robust time-series machine learning model to forecast daily SPX Index returns. Mani has also interned at One Page Thinking, where he conducted research on the effects of diagrams and picture media on organizational behavior. He holds a degree in Industrial Engineering from the Georgia Institute of Technology.

Experience

  • DGV Solutions LP
    • Minneapolis, Minnesota, United States
    • Quantitative Researcher
      • Jun 2023 - Aug 2023
      • Minneapolis, Minnesota, United States

      • Cleaned and preprocessed extensive SPX data sets, ensuring data integrity and reliability for analysis. Developed a streamlined code framework, meticulously structured and documented.• Extensively analyzed the Mid Spread difference between AM and PM SPX Options, pinpointing optimal time windows for trading based on factors such as days until expiration and specific times of the day.• Developed a robust time-series machine learning model, utilized XGBoost and Scikit-Learn, to forecast daily SPX Index returns using a wide array of market variables. Implemented lag features to capture temporal dependencies.• Conducted rigorous test-train set evaluations, employing cross-validation techniques and extensive backtesting to thoroughly assess the performance of the time-series machine learning model.• Performed a thorough and comprehensive analysis of all SPX indices using Bloomberg Terminal, synthesizing key insights and trends, which assisted in the formulation of informative newsletters to investors, offering valuable perspectives on the entire SPX index landscape and its implications for investment strategies.

  • Engaging Students in STEM
    • Atlanta, Georgia, United States
    • Director Of Communications
      • Jan 2020 - May 2021
      • Atlanta, Georgia, United States

      Spreading STEM to the youth through various events. Reached over 150 students through free virtual tutoring and hosting the science spectrum summer camp during the COVID-19 pandemic, volunteered at the YELLS organization every week to show students the joys of STEM. Created 280 face shields, 500 care packages, and raised $1750.

  • One Page Thinking
    • Atlanta, Georgia, United States
    • Student Intern
      • Sep 2020 - Dec 2020
      • Atlanta, Georgia, United States

      Conducted a research study on the effects of diagrams and picture media on the organizational behavior of an office, specifically in regards to communication and efficiency. Learned about how companies operate and how to properly analyze a form-10K document for important information about a business. Learned the new limits of Microsoft PowerPoint and how to create business ecosystem diagrams that gives shareholders a very descriptive, brief description of a company.

  • F1 in Schools
    • Atlanta, Georgia, United States
    • Team Manager and Marketing Manager
      • Nov 2018 - Dec 2020
      • Atlanta, Georgia, United States

      Competition that focuses on racing CAD modeled F1 cars down 20 meter tracks: Team Manager raised over $5.5k, conducted outreach events reaching 1000 kids. Learned how to effectively use Adobe Indesign, Illustrator, and Canva for banners, logos, and portfolios. Experienced effectively managing project teams by utilizing Gaant charts and 3rd party resources like Monday.com. Qualified for the Worlds competition by finishing 4th in the Nationals Competition.

  • Scholarly Chess
    • Atlanta, Georgia, United States
    • Cofounder
      • Aug 2018 - Dec 2020
      • Atlanta, Georgia, United States

      Scholarly Chess focuses on reaching disadvantaged students through chess by hosting chess tournaments and camps that would otherwise be inaccessible to them. Raised over 1000 dollars and gave over 200 kids an environment to play and improve in chess.

    • Head Coordinator
      • Jan 2018 - Dec 2020

      Hindu Temple of Atlanta Food Drive conducted to provide food and toys for poor South Asian community in Atlanta: Raised around $2500 worth in food and toys.

Education

  • 2021 - 2025
    Georgia Institute of Technology
    Industrial Engineering
  • 2017 - 2021
    Wheeler Magnet School

Suggested Services

This profile is unclaimed. These are suggested service rates with 0% commision upon successful connection

Industry Focus. “Computer Software”

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