Shubham Sharma

Business Analyst & Data Engineer

I specialize in designing scalable data architectures and intelligent analytics solutions that bridge business strategy with technology. Leveraging AWS, Python, SQL, and modern machine learning frameworks, I transform raw data into actionable insights that empower smarter decisions and operational efficiency.

Shubham Sharma

About Me

Profile

Business Analyst & Data Engineer

I am passionate about transforming complex data into meaningful insights and intelligent applications that drive smarter business decisions. With a strong foundation in both analytics and engineering, I bridge the gap between IT, Finance, and Operations teams through data-driven innovation.

Certified in AWS Cloud Practitioner,AWS Data Engineer and Microsoft Essential Business Analysis, I bring a blend of technical expertise and business acumen to every project. My toolkit spans across AWS (S3, Glue, Athena), the Python ecosystem (Pandas, Scikit-learn, XGBoost), and visualization tools like Power BI, Tableau and Streamlit — enabling me to design solutions that are both scalable and insight-rich.

From building cloud-native ETL pipelines for OSHA data processing to developing explainable ML models with SHAP for healthcare risk analytics, and predictive systems for housing market forecasting, I focus on creating production-ready solutions that make data accessible, actionable, and impactful.

I thrive at the intersection of technology and business — turning raw data into a story that inspires action, drives growth, and powers innovation.

Technical Skills

Data Engineering

Python (Pandas, NumPy)
AWS (Redshift, S3, Lambda, Glue, Athena, Quicksight)
PySpark, Airflow & ETL Pipelines
SQL, MySQL, PostgreSQL & NoSQL

Machine Learning

Tensorflow, Scikit-learn & XGBoost
Feature Engineering
Model Explainability (SHAP)
Predictive Analytics

Visualization & Analytics

Power BI
Streamlit , Matplotlib , Seaborn
Tableau
Microsoft Excel

Development & Tools

Git & GitHub
Docker & Containerization
JavaScript & React
Rest API

Project Management

Jira
Micrpsoft Office 365
ERP
Lucid chart & Visio

Soft Skills

Cross-Functional Collaboration
Analytical Thinking
Presentation and Storytelling
Problem-Solving & Attention to detail

Professional Experience

JAN 2024 - DEC 2024

Data Assistant / IT Support

University of Bridgeport

Documented and analyzed business functions across Finance, Operations, and IT departments, identifying process improvement opportunities through system enhancement. Maintained data accuracy and integrity using SQL and Excel, performing data validation and quality assurance processes. Supported 300+ users by troubleshooting system issues, managing ticket lifecycle, and ensuring timely resolution of technical requests.

SQL Power BI IT Support Cross-functional Collaboration
OCT 2023 - DEC 2023

Lab Assistant

University of Bridgeport

Maintained operational readiness of 100+ lab computers, printers, and peripheral devices. Installed and configured LAN connections, fixed ports, and ensured reliable internet connectivity across multiple labs. Performed PC imaging, OS updates, and application installations to standardize lab environments.

IT Support Hardware Support
May 2021 - Aug 2023

Business Data Analyst

StarRays

Led end-to-end requirements gathering and UAT execution across cross-functional teams using Jira and Confluence, transforming ambiguous stakeholder input into actionable User Stories with clear success metrics. Optimized SAP MM/SD operations and data extraction processes to streamline customer order processing and service requests. Engineered automated ETL workflows and analytics solutions by leveraging Power Automate, SQL, Snowflake, and Power BI to process large-scale manufacturing data, reducing manual reporting time by 40%.

Power BI Excel UAT SAP Cross-functional

Featured Projects

🏥 Patient Risk Analytics Platform

Industry-level, end-to-end data analytics project for identifying and monitoring patient health risks. Features complete analytics lifecycle from data engineering to interactive dashboards, with predictive modeling using XGBoost and explainability through SHAP values.

Python XGBoost SHAP Power BI Streamlit Scikit-learn

⚡ OSHA ETL Pipeline (AWS)

Complete ETL pipeline for OSHA ITA data using AWS cloud services. Extracts raw Excel files, transforms and cleans data, converts to Parquet format, partitions for efficiency, and enables SQL analytics via Athena. Production-ready cloud architecture.

AWS S3 AWS Glue Athena PySpark Parquet IAM

🏠 USA Housing Price Prediction

Comprehensive data analysis and machine learning project for predicting house prices using regression techniques. Features extensive EDA with correlation analysis, data preprocessing, and model evaluation with strong predictive accuracy and residual analysis.

Python Scikit-learn Pandas Seaborn Matplotlib Jupyter

Certifications & Achievements

Verified

AWS Cloud Practitioner

Amazon Web Services

Pursuing

Demonstrated AWS concepts and cloud computing fundamentals.

View Certificate
Verified

Career Essentials in Business Analysis

Microsoft and LinkedIn

Issued: June 2025

Certified in delivering actionable insights by transforming raw data into compelling visuals and reports using Power BI.

View Certificate
Verified

SQL Advanced

HackerRank

Issued: May 2025

Completed comprehensive specialization covering all SQL concepts.

View Certificate
Verified

AWS Educate Introduction to Generative AI

Amazon Web Services (AWS)

Issued: May 2025

Foundational understanding of generative AI, its applications, and responsible use.

View Certificate
Verified

ServiceNow IT Leadership Professional Certificate

ServiceNow

Issued: Sep 2025

Completed intensive training in IT architectures for IT Project & Program Management.

View Certificate
In Progress

AWS Data Engineer

Amazon Web Services (AWS)

Pursuing

Certified in building scalable data processing applications using AWS and PySpark for big data analytics.

View Certificate

Get In Touch

I'm always interested in discussing new opportunities, innovative data projects, and collaborative ventures. Whether you're looking for a skilled data engineer or want to explore cutting-edge analytics solutions, let's connect!