Fuat Cem Özyazıcı

Quantitative Researcher and Developer at Science Wave Capital
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Contact Information
us****@****om
(386) 825-5501
Location
Istanbul, Istanbul, Turkey, TR
Languages
  • Turkish Native or bilingual proficiency
  • English Full professional proficiency
  • German Limited working proficiency

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Credentials

  • Deep Learning Prerequisites: The Numpy Stack in Python
    Udemy
    Dec, 2019
    - Nov, 2024
  • Black Algo Trading
    Udemy
    Nov, 2019
    - Nov, 2024
  • Python for Financial Analysis and Algorithmic Trading
    Udemy
    Nov, 2019
    - Nov, 2024

Experience

  • Science Wave Capital
    • Türkiye
    • Investment Management
    • 1 - 100 Employee
    • Quantitative Researcher and Developer
      • May 2021 - Present

      Efficient intraday workflow for algorithmic trading with C# and Python, focusing on real-time streaming data processing and feature extraction. Comprehensive tool using Polars for mass feature generation, intelligent selection, and predictive enhancement across various time-series data windows. Multilinear optimization of intraday algorithmic trading, employing custom market impact cost models and alpha price return predictions to balance market impact and maximize returns. Responsive data handling utilizing AWS EC2 & S3 integration in cloud environments. Intraday custom factor risk models, systematic and idiosyncratic return/risk calculations for alpha and portfolio optimization. Application of diverse machine learning models including LightGBM, robust regression models, LSTM, with Optuna hyperparameter tuning for cross-sectional equity return predictions. Expertise in Polars for rapid code execution, efficient data manipulation, post-ML analytics, and visualization. Show less

  • Freelancer.com
    • Australia
    • IT Services and IT Consulting
    • 700 & Above Employee
    • Freelance Software Developer
      • Nov 2016 - May 2021

      Profile: https://www.freelancer.com/u/tech1967.html Trading Strategies Development (Order Book, Order Flow, Price Action, Chart Patterns): ● MetaTrader 4/5 (MQL) ● NinjaTrader 7/8 (C#) ● Python/R Windows Desktop Application Development: ● C#, C++, Python, AutoIT, VB, Excel (VBA), Batch ● Macros/Advanced Keyboard & Mouse Emulation ● Windows API, Win32 Inter-process Communications, Windows GUI Automation Profile: https://www.freelancer.com/u/tech1967.html Trading Strategies Development (Order Book, Order Flow, Price Action, Chart Patterns): ● MetaTrader 4/5 (MQL) ● NinjaTrader 7/8 (C#) ● Python/R Windows Desktop Application Development: ● C#, C++, Python, AutoIT, VB, Excel (VBA), Batch ● Macros/Advanced Keyboard & Mouse Emulation ● Windows API, Win32 Inter-process Communications, Windows GUI Automation

  • IS Investment
    • Türkiye
    • Investment Banking
    • 700 & Above Employee
    • Quantitative Trading Strategies Developer
      • Oct 2019 - Jan 2020

      Treasury and Portfolio Management, Quantitative Strategies & Arbitrage Desk, Algorithmic Trading, High-frequency Trading Studied how spot futures arbitrage trading works, understanding market principles. Worked on Order Book Imbalance Strategies. Studied papers and developed and backtested my own strategies for order book imbalances. Treasury and Portfolio Management, Quantitative Strategies & Arbitrage Desk, Algorithmic Trading, High-frequency Trading Studied how spot futures arbitrage trading works, understanding market principles. Worked on Order Book Imbalance Strategies. Studied papers and developed and backtested my own strategies for order book imbalances.

  • UnrankedHesap.com
    • Istanbul, Turkey
    • Software and Web Developer, Founder
      • Jul 2016 - 2017

      ● Developed Multiclient System for League of Legends: Created a software to level up League of Legends accounts automatically using optimized CPU and RAM resources, with efficient thread management. ● Implemented Auto-Playing Bot Script: The system included an auto-playing bot script to facilitate the leveling process. ● Designed E-commerce Website: Built a website to sell the leveled-up accounts, handling both the design and coding. ● Developed Multiclient System for League of Legends: Created a software to level up League of Legends accounts automatically using optimized CPU and RAM resources, with efficient thread management. ● Implemented Auto-Playing Bot Script: The system included an auto-playing bot script to facilitate the leveling process. ● Designed E-commerce Website: Built a website to sell the leveled-up accounts, handling both the design and coding.

  • onlinehile.org
    • Reverse Engineer
      • 2012 - 2016

      Nickname: Tech ● Developed Third-Party Applications: Created hundreds of third-party tools for online games like Knight Online and League of Legends, used by thousands of forum members. ● In-Game Bug Hunter & Bot Programmer: Spent nearly 5 years hunting bugs and programming bots, refining gameplay and addressing game issues. ● Stable Software Development: Gained extensive experience in developing robust and stable software, thanks to continuous feedback from the community. ● Real-Life Algorithmic Problem Solving: Applied algorithmic solutions to real-world challenges, mastering analytical and problem-solving skills. ● Created Licensing System: Designed a prop licensing system, enhancing my approach to software distribution and development. This experience reflects a comprehensive understanding of game development, reverse engineering, and community-driven innovation. Show less

  • LiselereLol.com - National High School League of Legends Tournaments
    • Founder and Web Developer
      • 2012 - 2014

      ● Pioneered High School Tournaments: Organized Turkey's first national League of Legends tournaments for high schools with my friend Torehan Cagri Kara. ● Secured Riot Games Sponsorship: Collaborated with Riot Games, the producer and publisher of League of Legends, who became the sponsor for all our tournaments, providing prizes to winners. ● Hosted Four Live-Streamed Tournaments: Successfully hosted four tournaments with live streams, attracting participation from high school teams across Turkey. Show less

Education

  • Robert College
    High School, The Bülent Ecevit Award
    2011 - 2016
  • Koç Üniversitesi
    Bachelor's degree, Business Administration
    2016 - 2020
  • Trabzon Center of Science and Arts
    2006 - 2011
  • Dumlupınar Primary School, Trabzon
    2008 - 2011
  • Ata College, Trabzon
    2007 - 2008
  • Cudibey Primary School, Trabzon
    2003 - 2006

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