Siddharth Shah

Data Engineer

Atlanta, Georgia, United States0 mo experience

Key Highlights

  • Graduate student with strong quantitative research skills.
  • Experience in developing predictive models for trading strategies.
  • Proficient in multiple programming languages and statistical methodologies.
Stackforce AI infers this person is a Fintech-focused quantitative analyst with strong programming and statistical modeling skills.

Contact

LinkedIn

Skills

Core Skills

Quantitative ResearchData Pipeline Design

Other Skills

Analytical SkillsApplied MathematicsApplied StatisticsBashC (Programming Language)C++Complex AnalysisComputer ScienceDesign of Experiments (DOE)Differential GeometryDiscrete MathematicsEnglishFinancial EngineeringFluid DynamicsGraph Theory

Experience

Ice

Data Scientist, Global Quantitative Research

Jun 2025 – Present · 9 mos · Atlanta, Georgia, United States

Graviton research capital llp

Quantitative Research Intern

May 2024 – Jul 2024 · 2 mos

  • Designed and implemented a low-latency multi-component data pipeline in C++ to analyze historical and live tick data, enabling deep insights for signal capture and advancing the firm’s proprietary research tools.
  • Optimized pipeline scalability across international exchanges (NSE, BSE, TAIFEX, SGX) by enabling high-memory ingestion and fast retrieval using columnar storage and efficient indexing techniques in ClickHouse.
  • Developed a predictive model in Python to detect hidden liquidity and identify large trades sweeping multiple price levels, enhancing trading strategies in equities, single stock-options and index options.
  • Implemented regularized regression models to analyze market maker vs. taker dynamics, leveraging statistical insights for liquidity-driven trade execution.
C++PythonStatistical ModelingQuantitative ResearchData Pipeline DesignPredictive Modeling+1

Isro - indian space research organisation

Applied Science Intern

Aug 2021 – Jan 2022 · 5 mos

  • Developed novel mathematical models for Hyperspectral & Multispectral Image Resolution Enhancement.

Education

Georgia Institute of Technology

Master of Science - MS — Statistics

Aug 2023 – May 2025

Pandit Deendayal Energy University

Bachelor of Science - BS — Mathematics and Computer Science

Jan 2019 – Jan 2023

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