Shubham Kumar Agrawal

Shubham Kumar Agrawal

M.S. in Data Science Student @ University at Buffalo

Accomplished Data and Business Analyst with 5 years of industry experience transforming complex data into business strategy. Now pursuing a Master's program to skill up to build and solve complex Data Science/Machine Learning problems helping real-world business grow.

About Me

I’m a data professional with 5 years of industry experience and a strong curiosity for turning complex data into actionable intelligence. I’ve worked across analytics and product-focused roles at companies like Pure Storage and BlueOptima, where I built scalable dashboards, end-to-end data pipelines, and decision frameworks that supported business and product teams.

After my undergraduate degree in Electronics, I took a deliberate career pivot into data—navigating challenges, failures, and continuous upskilling to build a solid foundation in analytics. That journey shaped my resilience and my appreciation for learning things the right way.

I’m currently pursuing an MS in Engineering Science – Data Science at the University at Buffalo to deepen my foundations in machine learning, databases, and applied AI. Alongside coursework, I contribute as a Research Assistant working on LLMs, and regulatory data analysis, and actively engage in workshops, hackathons, and community learning.

I thrive in collaborative environments, enjoy tackling ambiguous problems, and aim to build data-driven solutions that scale and create real-world impact.

Professional Experience

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Senior Business Analyst

Sep 2024 – June 2025

  • Architect and deploy interactive Tableau dashboards on Snowflake, translating raw data into actionable insights that guide executive-level strategic decisions.
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Data Analyst

Oct 2020 – May 2024

  • Spearheaded a flagship R&D initiative, engineering 25+ novel productivity metrics from client source code metadata.
  • Engineered a Python automation pipeline that eliminated over 160 hours of manual reporting work per month (a 95% reduction).
  • Delivered data-driven recommendations to external clients, directly influencing improvements in their SDLC processes.

Sumyag Data Science

Data Science Intern

Nov 2019 – Feb 2020

  • Architect and deploy interactive Tableau dashboards on Snowflake, translating raw data into actionable insights that guide executive-level strategic decisions.

Education

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University at Buffalo

Master of Science in Data Science

Buffalo, NY, USA

Aug 2025 – Dec 2026

  • Working as a Research Assistant to apply Data Science in Clinical Pharmacology
International Institute of Information Technology Bangalore logo

International Institute of Information Technology Bangalore

Post Graduate Diploma in Data Science

Bangalore, India

2020 – 2021

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Visvesvaraya Technological University

Bachelor of Engineering in Electronics & Communication

Bangalore, India

2015 – 2019

Projects

A selection of my academic and personal projects. More to come from my Master's program!

Global Sales Analytics

It is an interactive app using Python, SQL, and Streamlit to explore sales data across regions, countries, customers, and products, enabling analysis of revenue trends, order patterns, and customer insights.

Python scikit-learn SQL numpy Matplotlib pandas MLflow Docker FastAPI

Terrain Smart Safety System

Co-developed an award-winning IoT prototype to mitigate accidents on hazardous roads using an RFID sensor network and an emergency broadcast system. My role focused on backend logic and hardware programming.

Python Arduino Embedded C IoT

Upcoming MS Project

I am actively working on new projects as part of my coursework at the University at Buffalo. This space will feature my work in areas like Natural Language Processing and Deep Learning. Stay tuned!

NLP PyTorch Deep Learning
Coming Soon

Core Competencies

Programming & Query Language

Python, SQL, PostgreSQL

Data Analysis & Statistics

Pandas, NumPy, Statistical Analysis, Data Mining

Machine Learning & Modeling

Supervised Learning, Unsupervised Learning, Predictive Modeling, Reinforcement Learning

Deep Learning & AI Systems

PyTorch, LangChain, Large Language Models (LLMs)

Data Engineering & Infrastructure

Data Pipelines, ETL / ELT, Data Modeling, Snowflake, Docker, Git

Data Visualization & Analytics

Tableau, Grafana, Dashboarding, Metrics Design

Recommendations

What colleagues, managers, and mentors have said about working with me.

Shubham was an invaluable collaborator in the ideation and execution of a critical Tableau dashboard for the tracking of extensive sales play metrics. He surfaced key insights, noted potential pitfalls, was always realistic about timelines and was an absolute joy to work with. I would love to work with Shubham again and cannot recommend him any more highly!

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Jeff Pickett

Senior Commercial Offerings Manager·Pure Storage

I had the pleasure of working with Shubham for nearly two years. He was an integral part of our analytics team and was working closely with the Product & UX team. Throughout our time working together, Shubham demonstrated exceptional analytical skills and a strong ability to translate complex data into actionable insights that informed critical business decisions. What stood out most was his problem-solving approach. He not only identified the root causes behind key business challenges but also proposed data-driven solutions that had measurable impact. Shubham was equally effective in managing relationships with stakeholders and clients, often acting as the bridge between technical and non-technical teams. His clarity in communication, attention to detail, and ability to understand business objectives made him a trusted partner across departments. Shubham’s professionalism, curiosity, and commitment to delivering high-quality results make him an asset to any team. I am confident that he will continue to excel and bring significant value to any organization he works with in the future.

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Cem Aladogan

Head of Product·BlueOptima

I had the pleasure of working closely with Shubham during his time as a Data Analyst at BlueOptima. As a Data Analyst, he had a great way of breaking down complex data problems and turning them into insights that actually made sense and drove action. What stood out most to me was Shubham’s approach to work - calm and genuinely curious. He asked the right questions, paid attention to details, and was always willing to help others understand the data better. On top of that, he was a great team player. I’d happily recommend Shubham to any team looking for someone with good Data Analytics skills. I wish him all the very best in whatever he takes on next.

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Sivagnanam Namasivayamurthy

Lead Machine Learning Data Engineer·BlueOptima

I had the pleasure of working alongside Shubham at BlueOptima He is remarkably diligent and talented data analyst. What truly sets him apart is his unwavering work ethic and his knack for identifying key trends in large datasets. He consistently delivered high-quality work, and his enthusiasm was contagious. I'm confident Shubham would be a valuable asset to any organization.

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Varinda Rani

Machine Learning Data Engineer·BlueOptima

Get In Touch

I am actively seeking Data Scientist internship opportunities for Summer 2026 and would love to connect. Please feel free to reach out!

Say Hello