Harini Saripella
@harinisaripella
Machine learning and risk analytics professional delivering predictive, cloud data pipelines.
What I'm looking for
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
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.
Junior Software Developer
QBE Insurance
Jun 2023 - Feb 2024 (8 months)
Developed and maintained data pipelines using Azure Databricks to support data ingestion, transformation, and analytics. Supported real-time data streaming initiatives to improve accuracy and timeliness of analytics for insurance and risk-related reporting.
Jr. Data Risk Developer
Marex
Feb 2023 - Aug 2023 (6 months)
Participated in integrating ML models into risk management frameworks to improve predictive analytics and risk assessment. Supported financial forecasting and quantitative analysis workflows using risk factors and model outputs.
Engineer Intern
Techmorgonite Software Solutions
Aug 2021 - Jan 2023 (1 year 5 months)
Supported predictive modeling work by assisting with ML model development, testing, and deployment concepts. Helped with data preparation, feature engineering, model evaluation, and Python-based analytics workflows for customer retention and decision-making.
Teaching Assistant
University of Central Missouri
Aug 2021 - May 2022 (9 months)
Assisted students with Python and Microsoft-related coursework and helped with technical problem-solving. Supported academic learning activities for class participants.
Data Analyst
Facrone Technologies
Oct 2016 - Dec 2017 (1 year 2 months)
Analyzed insurance policy and claims data to identify high-risk customer segments and enhance risk assessment. Developed KPI dashboards in Power BI/Tableau to visualize claim trends and used Python, SQL, and Excel for data cleaning and exploratory analysis.
Data Analyst
Tekphonenix
Apr 2013 - May 2016 (3 years 1 month)
Performed advanced statistical analyses, including regression modeling and survival analysis, in collaboration with clients and colleagues. Extracted and manipulated relational datasets using SAS and SQL to build predictive models and created dashboards and evaluation reports for decision-making.
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.
Management Trainee
Aartisto Soft Solutions Pvt. Ltd.
Nov 2011 - Sep 2012 (10 months)
Supported ERP customization and workflow configuration, including operational risk assessment and business process documentation. Tested ERP layouts and evaluated business operations risk and risk management process effectiveness.
Intern
Akasam Consulting Pvt. Ltd.
Feb 2011 - Apr 2011 (2 months)
Researched risk parameters and provided recommendations for a private energy company study.
Intern
SBI Mutual Fund
Aug 2010 - Oct 2010 (2 months)
Assisted in market risk analysis for equity funds and gained exposure to mutual fund products and investment analysis.
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.
Electrical Engineer Consultant
Nityo Solutions
Apr 2008 - Sep 2009 (1 year 5 months)
Worked on electrical research and development activities, engineering analysis, documentation, and technical solution support.
Sales and Admin Assistant
Captive Power Systems
Aug 2006 - Feb 2008 (1 year 6 months)
Supported sales administration, operations coordination, customer workflows, and business documentation.
Education
Degrees, certifications, and relevant coursework
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
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.
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.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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