Aravind Kommineni
Data Scientist | Product Analytics & Machine Learning Engineer
Hyderabad
Summary
A senior data scientist with 11+ years of experience using deep product analytics to shape business strategy and enhance user experience. I specialize in translating complex, terabyte-scale datasets into actionable insights that drive product roadmaps and deliver measurable growth. My expertise lies in partnering with product and engineering teams to uncover opportunities, define key metrics, and build innovative analytical systems—from advanced A/B test analysis to AI agents that democratize data access for stakeholders.
Overview
12
12
years of professional experience
4
4
years of post-secondary education
Work History
Data Scientist
Deloitte USI
06.2022 - Current
- Partnered directly with product leadership to shape the quarterly product roadmap, translating business objectives into a data-driven strategy for feature development and optimization.
- Proactively identified and investigated a key trend in transaction declines, performing a root cause analysis that linked the issue to a specific feature update, and guided the engineering team's bug-fix prioritization.
- Built an AI-powered analytical agent using the Gemini API to automate root cause analysis. This tool allows product managers to ask complex business questions in natural language, which the agent translates to SQL, queries the database, and synthesizes into actionable insights, reducing time to insight from days to minutes.
- Analyzed A/B tests for new product features, delivering clear, statistically significant results that guided launch decisions.
- Designed and maintained a suite of Streamlit and Tableau dashboards to track core product KPIs, which became the single source of truth for the product team and reduced ad-hoc data requests by over 60%.
ML Engineer
TCS
02.2020 - 05.2022
- Created customized applications to make critical predictions, automate reasoning, and decisions.
- Composed production-grade code to convert machine learning models into services and pipelines to be consumed at web scale.
- Trained and deployed multiple multi-class classification models as services, which are integrated into Microsoft Teams.
- Deployed these models as a REST service using Flask, Kubernetes, and Helm charts.
- Integrated models with JIRA, which helped reduce ticket resolution time by around 30%.
Python Developer
TCS
06.2016 - 01.2020
- I worked for a telecom client to build command line tools.
- Involved in the design, documentation, and development phases, and throughout the life cycle of applications.
- These tools comprise cross compilers, simulators to visualize real-time application environments, and application deployment tools on target environments.
- Create and maintain CI/CD pipelines using Jenkins, Docker, Git, Maven, and Bash.
- Tested troubleshooting methods, devised innovative solutions, and documented resolutions for inclusion in the knowledge base for support team use.
- Authored code fixes and enhancements for inclusion in future code releases and patches.
SQL Developer
TCS
03.2014 - 05.2016
- Analyzed existing SQL queries to identify opportunities for improvements.
- Designed and developed customized extract, transform, and load (ETL) applications per client specifications.
- Developed custom database objects, stored procedures, and delivered application support.
- Designed and implemented T-SQL queries for reporting and complex solution development.
- Maintained complex T-SQL queries, views, and stored procedures in a multi-database environment with little supervision.
Education
B.Tech - Electrical And Electronics Engineering
Kamala Institute of Technology And Sciences
Huzurabad 06.2009 - 05.2013
Skills
Python, SQL
Data mining ,Big data analytics,Feature engineering,BI tools expertise
Anomaly detection,Time series analysis
Optimization techniques,Data visualization
Deep learning,Decision trees,Data preprocessing and cleaning
Data analytics
Timeline
Data Scientist
Deloitte USI
06.2022 - Current
ML Engineer
TCS
02.2020 - 05.2022
Python Developer
TCS
06.2016 - 01.2020
SQL Developer
TCS
03.2014 - 05.2016
B.Tech - Electrical And Electronics Engineering
Kamala Institute of Technology And Sciences
06.2009 - 05.2013
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