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Senior Product Data & Business Analyst | Data Products • Product Analytics • SQL • BI • ETL • Data Modeling | GenAI • LLMs • RAG | AWS • Snowflake • Databricks | Agile Delivery
Experienced. Evolving. Not finished yet. I didn’t begin my career wanting to “work in data.” I was always more interested in understanding how decisions get made — why some strategies scale while others stall. Data became the most reliable way to answer that question. Over the past 6+ years, I’ve worked across India and the United States at the intersection of analytics, technology, and business strategy. Across financial services, operations, and media-tech platforms, my focus has remained consistent: transforming complex datasets into insights that drive measurable outcomes. In India, I built a strong execution foundation — designing SQL-driven reporting systems, improving forecasting accuracy, automating workflows, and partnering with business teams to turn analysis into action. During my Master’s in Information Systems in the U.S. (GPA 3.95), I expanded into advanced analytics and cloud-native systems. I designed KPI frameworks, performed cohort and funnel analysis, and supported A/B testing initiatives to improve engagement and retention. Most recently, I operated in a senior lead capacity at Holiday Channel, owning dimensional modeling, ETL pipeline design, distributed data workflows, and executive reporting. I built scalable data systems that supported cross-functional decision-making while mentoring junior analysts and driving accountability. Core expertise: • SQL (complex joins, window functions, optimization, ETL) • Python (Pandas, automation, validation pipelines) • Power BI (DAX, executive dashboards) • Alteryx (data preparation and blending) • Advanced Excel & Power Query • AWS and cloud data workflows • KPI architecture and data modeling What differentiates my work is architectural thinking — breaking ambiguity into structured systems and aligning analytics directly with business impact. I’m comfortable leading init
The University of Texas at Arlington
Master's degree, Management Information Systems, General
January 1, 2023 – December 1, 2024
Aurora Degree College
Bachelor's degree, Business/Commerce, Computers
July 1, 2013 – May 1, 2016
Holiday Channel® | Holiday World
Senior Data Analyst/ Engineer
January 1, 2025 – January 1, 2026
Dallas, Texas, United States · Remote
The University of Texas at Arlington
Graduate Teaching Assistant
August 1, 2024 – January 1, 2025
Arlington, Texas, United States · On-site
Qloudflix
Product / Data Internship — Associate Product & Data Analyst
June 1, 2023 – May 1, 2024
Dallas, Texas, United States · Remote
Checkbox
Digital Analytics, SEO and Web Analytics
August 1, 2022 – March 1, 2023
Hyderabad, Telangana, India
Independent Freelance Consultant
Data, Analytics & Digital Solutions
November 1, 2021 – July 1, 2022
Hyderabad, Telangana, India
Saboo Motors
Business Analyst
March 1, 2017 – October 1, 2020
Hyderabad, Telangana, India · On-site
Franklin Templeton
Associate Operations Fin Analyst
May 1, 2016 – February 1, 2017
Hyderabad, Telangana, India · On-site
Cybersecurity and AI Research
May 31, 2026 – Present
• Conducted research on Large Language Models (LLMs) for cybersecurity applications, exploring the integration of AI in detecting and preventing security threats.
Datawarehouse & BI
May 31, 2026 – Present
• Worked on data warehousing with a focus on Snowflake and Microsoft Fabrics for enhanced decision-making capabilities. • Conducted research on Business Intelligence tools, contributing to improvements in data processing workflows. • Utilized AWS Cloud for managing complex data processes and integrating cloud-based data warehouses.
Project Management heart disease prediction model
May 31, 2026 – Present
Worked on a predictive model for heart disease with a team, integrating various Data Analytical Tools and AI for the analysis.
Business Statistics Project
May 31, 2026 – Present
Using 3-year historical data, I analyzed two mutual funds. Calculated monthly returns and used descriptive statistics, such as regression and correlation analysis, to compare mean returns and risk. In addition, hypothesis testing was performed to determine the significance of risk at a 5% level.
Data Analytics and Visualization- Supply Chain Organization
May 31, 2026 – Present
• Analysed complex datasets using Python and Excel to uncover trends, driving strategic business decisions for clients. • Designed dynamic dashboards using Tableau and Power BI, enabling fast and informed decision-making for senior executives. • Led a data mining project using logistic regression, decision trees, and neural networks to optimize e-commerce supply chain operations, reducing delivery delays by 15%.
EmpathyGPT
May 31, 2026 – Present
Fine-tuned an LLM to create EmpathyGPT—an AI that detects emotions, responds with warmth, and adds a touch of humor. Used mistral to train the model and fine tune it. Worked on custom dataset with a lot of variations.
Web and Social Analytics
May 31, 2026 – Present
Using AI, ML, and Sentiment Analysis, I created a dataset for analyzing US Air BnB pricing. To extract insights, we used descriptive and predictive analysis, as well as techniques like Hierarchical Clustering, Correlation, Price Prediction analysis and Sentiment Analysis to understand data trends.
Cloud Migration and Security
May 31, 2026 – Present
• Migrated Horizon Bank's data infrastructure to AWS Cloud, addressing challenges with legacy systems, siloed data, and cybersecurity threats. • Improved customer experience, operational efficiency, and security by leveraging AWS for scalable, cloud-based solutions. • Enhanced data processing and reporting capabilities, ensuring smoother and faster cloud operations for the bank.
End-to-End ETL Pipeline with Tableau Dashboard
May 31, 2026 – Present
Developed an end-to-end ETL pipeline to process stock market data using Python for data extraction and transformation, Snowflake for data storage and modeling, and Tableau for creating an interactive dashboard to visualize insights like top-performing stocks and trading volumes.
Product Management Self Study Program
June 1, 2023 – May 1, 2024
• Analyzed user personas for a media and entertainment platform, focusing on investors, actors, and directors. • Mapped user journeys from interest to investment, identifying key touchpoints to enhance engagement. • Developed product strategy to align features with user needs, increasing satisfaction and project success. • Conducted user interviews and refined product roadmaps based on qualitative insights. • Created user stories and facilitated Beta Testing to iteratively improve platform features.
Amazon Bedrock Getting Started
Amazon Web Services (AWS)
June 30, 2026 – Present
Introduction to data science with python
Harvard University
June 30, 2026 – Present
Masters Program (Master)- Information Science
The University of Texas at Arlington
June 30, 2026 – Present
Prompt Design in Vertex AI Skill Badge
June 30, 2026 – Present
AWS Certified Solutions Architect – Associate
Amazon Web Services (AWS)
June 30, 2026 – Present
ChatGPT Prompt Engineering for Developers!
DeepLearning.AI
June 30, 2026 – Present
Professional Scrum Master
Udemy
June 30, 2026 – Present
Datawarehouse Certification
Snowflake
June 30, 2026 – Present
AWS Certified Cloud Practitioner
Amazon Web Services (AWS)
June 30, 2026 – Present
Neo4j Certified Professional
Neo4j
June 30, 2026 – Present
SQL_ advanced Skill Certificate
HackerRank
June 30, 2026 – Present
Introduction to Amazon Sagemaker
Amazon Web Services (AWS)
June 30, 2026 – Present
Generative AI for Business Leaders
June 30, 2026 – Present
Excel essential training
June 30, 2026 – Present
Academy Accreditation - Databricks Fundamentals
Databricks
June 30, 2026 – Present
Academy Accreditation - Generative AI Fundamentals
Databricks
June 30, 2026 – Present
Business Analytics Certificate
The University of Texas at Arlington
June 30, 2026 – Present
AI Agents in LangGraph
DeepLearning.AI
June 30, 2026 – Present
Google Data Analytics Professional Certificate
Coursera
June 30, 2026 – Present
Product management certification
Udemy
June 30, 2026 – Present
dbt Fundamentals
dbt Labs
June 30, 2026 – Present
Microsoft Certified: Azure AI Fundamentals
Microsoft
June 30, 2026 – Present
Cultural Fit Analysis
The candidate's extensive project work, including personal projects in AI/ML, cybersecurity, and data warehousing, demonstrates a strong initiative and passion for continuous learning. The variety of roles from Business Analyst to Senior Data Analyst/Engineer, along with freelance consulting, indicates adaptability and a broad interest in different aspects of data and technology. However, the target role of 'Data Analyst Intern' is significantly misaligned with the candidate's 8 years of experience and senior-level roles, suggesting a potential mismatch in expectations or a strategic career pivot not fully explained by the data. This misalignment significantly impacts the cultural fit score for an 'Intern' role.
Soft Skills & Operational Fit
The candidate's experience as a Graduate Teaching Assistant and in various analyst roles suggests good communication and mentoring skills. Project descriptions indicate an ability to collaborate with cross-functional teams and manage projects. The diverse project portfolio implies adaptability and a proactive approach to learning new technologies and domains.