Years of Trading experience
SAI SARANU
Columbus,OH
Summary
Derivatives and futures trader with over 5 years of experience in algorithmic trading and quantitative analysis. Proficient in developing autonomous trading systems using machine learning and advanced financial models. Strong foundation in cryptography and risk modeling. Actively seeking corporate experience to sharpen communication, lead cross-functional teams, and contribute to impactful product development.
Overview
5
5
3
3
Certification
Work History
Quantitative Strategist / Trader
Self-employed
08.2019 - Current
- Developed fully autonomous trading system utilizing LSTM, ARIMA, Black-Scholes, and Monte Carlo methods.
- Achieved a staggering 5,820% return, growing $601 to $35,622 from September 2024 to December 16, 2024.
- Analyzed performance during bull market and addressed issues during market instability.
- Managed a 50% capital loss over three months but recovered 35% since then.
- Initiated development of Sai2.0 to target bear markets using updated training data.
- Integrated real-time execution capabilities with broker APIs via REST and WebSocket protocols.
- Conducted extensive backtesting and risk calibration based on five years of trading experience.
Cryptographer
Self-employed
05.2020 - Current
- Conducted research in post-quantum cryptography (lattice-based, multivariate algorithms).
- Built simulation environments using Python, SageMath, OpenSSL.
- Explored blockchain threats under quantum attack models like Shor's and Grover's algorithms.
Education
Bachelor of Science - Mathematics (Finance Track), Minor in Economics
Ohio State University
Columbus, OH 08.2021 - 12.2025
Skills
- Python
- C
- SQL
- TensorFlow
- Machine learning
- Cryptography
- Risk Modeling
- Financial Modeling
- Bookmap Trading
Certification
- Bloomberg Market Concepts, 05/07/2025
- CPR & AED, American Heart Association, 12/01/19
- First Aid, American Heart Association, 05/01/18
Volunteer Experience
- Coordinator of Volunteers, Dallas Medical Center, Managed healthcare volunteer logistics and support operations. Dec 2017 - March 2019
- Head Basketball Coach, Mustang Park Recreation Center, Coached and mentored youth teams through competitive seasons. June 2017 - May 2022
Languages
Telugu
Native language
Chinese (Mandarin)
Upper Intermediate (B2)
B2
Hindi
Professional
A1
Spanish
Limited
A1
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Work Preference
Work Type
Full TimeWork Location
RemoteOn-SiteHybridImportant To Me
Work-life balanceCareer advancementTeam Building / Company RetreatsTimeline
Bachelor of Science - Mathematics (Finance Track), Minor in Economics
Ohio State University
08.2021 - 12.2025
Cryptographer
Self-employed
05.2020 - Current
Quantitative Strategist / Trader
Self-employed
08.2019 - Current
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