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Harini Saripella

@harinisaripella

Machine learning and risk analytics professional delivering predictive, cloud data pipelines.

United States
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What I'm looking for

I want to apply ML, deep learning, simulation, and quantitative modeling to real-world risk and analytics—building reliable ETL/data pipelines, forecasting systems, and backtested insights that support decision-making and trading/portfolio outcomes.

I’m a Machine Learning, Quantitative Analytics, and Data Engineering professional with 5+ years of combined experience across quantitative/risk analytics, financial and insurance analytics, and data-driven technology. I bring 3+ years of hands-on work in ML, predictive modeling, ETL pipelines, and cloud analytics—using Python and SQL with tools like Snowflake and Azure Databricks.

I’ve helped build scalable Snowflake-based data architectures and optimized ETL for better data quality, reliability, and analytics readiness. I enjoy applying ML, deep learning, simulation, and quantitative modeling to algorithmic trading research, portfolio risk, iGaming/game analytics, fraud/risk patterning, and real-time data systems.

Experience

Work history, roles, and key accomplishments

SI

Solutions Architect

Squadron Data, Inc.

Feb 2024 - Sep 2024 (7 months)

Assisted in designing scalable Snowflake-based data architectures for efficient data flow, storage, transformation, and analytics. Helped optimize ETL processes to improve data processing time, data quality, and reliability for downstream analytics.

CL

Assistant Manager, Claims

Cholamandalam MS General Insurance Co. Ltd.

Oct 2012 - Feb 2013 (4 months)

Supported MIS development for Corporate Motor Claims and managed claims processing workflows from initial review to closure. Monitored third-party motor claim settlements and gained experience in insurance operations, risk evaluation, and claims analytics.

AL

Intern

Akasam Consulting Pvt. Ltd.

Feb 2011 - Apr 2011 (2 months)

Researched risk parameters and provided recommendations for a private energy company study.

HS

Intern

High Mark Credit Information Services

Feb 2010 - Apr 2010 (2 months)

Organized borrower credit information and default history and supported ISMS implementation and credit bureau dictionary data.

Education

Degrees, certifications, and relevant coursework

University of Central Missouri logoUM

University of Central Missouri

Master's degree, Big Data & IT

Earned a Master’s degree in Big Data & IT at the University of Central Missouri.

NALSAR University of Law and Indian Institution of Insurance logoNI

NALSAR University of Law and Indian Institution of Insurance

Master's degree, Law of Financial Services & Capital Markets

Earned a Master’s degree in Law of Financial Services & Capital Markets from NALSAR University of Law and the Indian Institution of Insurance.

SC

Sri Devi Women's Engineering College

Bachelor's degree, Electrical and Electronics Engineering

Earned a Bachelor’s degree in Electrical and Electronics Engineering at Sri Devi Women’s Engineering College.

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