Soumya Gupta

Soumya Gupta

Data Analyst

Bhopāl, IndiaData Analytics
7roles
51skills
5education
2credentials

About

Data Analyst with hands-on internship and project experience turning raw datasets into clear, actionable business and research insights.

Experience

Research Intern

IIT (BHU)

May 2025 – Jul 2025 · Varanasi

Analyzed orthopedic simulation datasets across 10+ implant configurations using structured statistical evaluation; validated results with faculty mentors; presented technical findings as actionable insight reports for research stakeholders.

Research Intern

NIT Raipur

May 2024 – Jun 2024 · Raipur

Cleaned and analyzed biomedical signal datasets, resolving data-quality issues and improving signal accuracy by 20%; benchmarked signal-filtering models; synthesized literature review findings to support AI-based diagnostic research.

Head

MedX – Biomedical Association, NIT Raipur

Oct 2023 – 2026 · Raipur

Coordinated cross-functional teams of 15+ members to plan and deliver technical events and academic initiatives.

Junior Associate

Finance and Consulting Club, NIT Raipur

Dec 2022 – Jan 2024 · Raipur

Participated in structured case-solving sessions covering market entry, profitability, and growth-strategy frameworks.

Growth Intern

Raj

1 mo

Research Fellowship

Indian Institute of Technology (Banaras Hindu University), Varanasi

3 mos

Modeled patient-specific 3D jaw anatomy from CT scans using 3D Slicer and Fusion 360. Designed denture configurations with varying tooth spacing for FEA simulations. Analyzed stress distribution to enhance implant placement strategies for full-mouth rehabilitation.

Research Fellowship

National Institute of Technology Raipur

2 mos

Improved diagnostic signal clarity by 20 percent through optimized filtering techniques. Applied digital signal processing techniques to filtered EMG signals, evaluating improvements using various feature extraction techniques. Identified optimal filter types for reducing noise and isolating muscle activity, significantly enhancing signal clarity for medical diagnostics and analytics.

Education

National Institute of Technology, Raipur

B.Tech, Biomedical Engineering

2026

CGPA 8.0

DPS Bhilai (CBSE)

Senior Secondary

2022

71.0%

DPS Bhilai (CBSE)

Secondary

2020

95.16%

National Institute of Technology Raipur

Bachelor of Technology, Biomedical/Medical Engineering

2022

Delhi Public School - India

High School Diploma, Mathematics

Mar 2018 - Jun 2022

Skills

PythonPandasNumPyMatplotlibSeabornScikit-learnSQLExploratory Data AnalysisStatistical AnalysisRegressionK-Means ClusteringA/B TestingPredictive ModelingMySQLPostgreSQLMySQL WorkbenchSQL Query OptimizationETL workflowsData cleaning and transformationPower BITableauAdvanced ExcelKPI dashboardsData storytellingGitGitHubJupyter NotebookVS CodeGoogle ColabAI AnalyticsData InterpretationMachine LearningMicrosoft Power BIMicrosoft OfficeMATLABData CleaningFrequency AnalysisInfusion PumpsDigital Signal ProcessingFeature ExtractionModeling and SimulationFinite Element Analysis (FEA)Biomedical EngineeringProgramming LanguagesComputer Simulations3D SlicerPublic RelationsIntraoperative MonitoringMedical DiagnosticsPython (Programming Language)Problem Solving

Projects

Heart Disease Prediction and Clinical Risk Analytics

Built an ML pipeline on 300+ patient records, benchmarked four classification models achieving 87.72% accuracy and 0.936 ROC-AUC, and created a Tableau dashboard for patient demographics, disease trends, and model performance.

End-to-End Customer Shopping Behavior Analytics and Visualization

Performed exploratory data analysis on 100k+ transactions using PostgreSQL ETL workflows, identified revenue-driver insights, estimated total addressable market for the premium segment through clustering, and built Power BI KPI dashboards.

Sales Analysis — Superstore Dataset

Cleaned and queried approximately 10,000 transaction records using Python and MySQL, evaluated profitability across categories and geographies, identified the top 10 most profitable products, and built a Tableau dashboard.

Heart Disease Predication Analytics

Developed a machine learning–based heart disease prediction system using the UCI Cleveland Heart Disease Dataset. Performed data preprocessing, exploratory data analysis (EDA), feature engineering, model training and evaluation, ROC-AUC analysis, feature importance assessment, and built an interactive Tableau dashboard to visualize patient risk factors and model insights.

Retail Sales Analysis

Developed an end-to-end sales analytics project using the Sample Superstore dataset to uncover business insights through Python, MySQL, and Tableau. Performed data cleaning, exploratory data analysis (EDA), and SQL-based aggregation to evaluate sales, profit, profit margins, product performance, regional trends, and monthly sales patterns. Designed an interactive Tableau dashboard to visualize KPIs and support data-driven business decision-making.