Agniva Mondal

Hi, I'm Agniva

Graduate Student | Business Analytics & Data Science

I'm a healthcare analytics professional with experience in Real World Data analytics, forecasting, and market access. I enjoy creating data driven solutions that help teams make smarter decisions in healthcare and pharma analytics.

Professional Experience

Professional journey in data analytics, driving insights and business value

Graduate Data Science Researcher

The Data Mine, Purdue University

Current
Aug 2025 – Present West Lafayette, IN
  • Partnering with Johnson & Johnson to analyze hematology medical affairs survey data and uncover insights for portfolio strategy.
  • Using Tableau + Power BI to deliver evidence-based analytics on multiple hematology therapeutics.

Associate Consultant

IQVIA

Feb 2022 – Jun 2025 Bangalore, India
  • Built automated vaccination tracking for RSV, Tdap, and flu, improving Pfizer reporting accuracy and efficiency.
  • Developed COVID-19 co-administration analytics to support cross-vaccination strategies.
  • Created claims-evaluation workflows that reduced manual review by ~30% and improved accuracy.
  • Estimated out-of-pocket costs for Abrysvo to inform pricing + marketing decisions.

Business Analyst

Genpact

Aug 2021 – Feb 2022 Pune, India
  • Built multi-geography dengue vaccine forecast models for Merck, improving distribution planning + forecast accuracy.

Research Analyst

AlphaMeld Corporation

Jul 2019 – Aug 2021 Gurgaon, India
  • Developed commercial forecasts + valuation models (NPV, IRR, scenario analysis) across oncology, IBD, and rare diseases.
  • Automated pipeline + clinical trial analytics, cutting insight delivery time by ~30%.
  • Improved cross-team workflow efficiency by ~25% through data pipeline optimization.
6+

Years Experience

15+

Projects Delivered

4

Companies

Education

My Academic foundations and qualifications

Master of Science

Business Analytics and Information Management

Purdue University, Daniels School of Business

Current
August 2024 - Present West Lafayette, IN GPA: 3.5+/4.0

Pursuing a rigorous STEM-designated curriculum focused on Business Analytics and Information Management, developing expertise in Python, SQL, Cloud Computing, Data Visualization, and Advanced Database Systems.

Key Coursework & Highlights:

Business Analytics Visual Analytics Advanced Database Cloud Computing Data Visualization

Bachelor of Technology

Biotechnology

Amity University, Amity Institute of Biotechnology

July 2015 - May 2019 New Delhi, India GPA: 3.5+/4.0

Studied biotechnology focused on molecular biology, microbiology, and bioprocess engineering with hands-on lab experience in DNA analysis, microbial culture, and bioprocess methods.

Key Coursework & Highlights:

Biostatistics Microbiology Cell Biology Genetic Engineering Biochemistry
2

Degree Programs

3.5+

GPA

10+

Courses Completed

Projects

Explore my data analytics projects showcasing end-to-end solutions, from data collection to actionable insights

Drug Safety

Hypothesis Testing in Healthcare

Analyzed a randomized controlled drug trial dataset to determine significant adverse reactions. Used hypothesis testing on demographic and vital sign data to evaluate drug safety profiles.

Python Hypothesis Testing Healthcare Analytics
View on GitHub
Mental Health

Analyzing Students' Mental Health

Investigated the impact of studying abroad on mental health using data from an international university. Analyzed relationships between length of stay, social connectedness, and depression levels.

SQL PostgreSQL Data Analysis
View on GitHub
NLP & AI

Medical Transcription with OpenAI

Automated the extraction of symptoms, diagnoses, and treatments from medical transcripts using OpenAI API. Streamlined ICD-10 coding and insurance billing workflows.

OpenAI API Python NLP
View on GitHub
Heart Health

Heart Rate Analysis

Modeled heart disease likelihood using the Cleveland dataset. Analyzed the correlation between maximum heart rate during exercise, age, and other cardiac health indicators.

Statistics R/Python Modeling
View on GitHub
Global Trends

Global Life Expectancy Trends

Visualized global life expectancy data to uncover biological and lifestyle drivers behind gender longevity gaps and cross-country trends over time.

Data Viz Analytics Global Health
View on GitHub
Netflix EDA

Investigating Netflix Movies

Performed exploratory data analysis on Netflix's content library to investigate trends in movie durations and genre distribution over the years.

Python Pandas Data Viz
View on GitHub
Forecasting

Demand Forecasting Model

Built a Random Forest forecasting model for a multinational e-commerce company to predict end-of-year sales demand, aiding in inventory and supply chain optimization.

PySpark ML Forecasting
View on GitHub

Skills

A comprehensive toolkit for turning raw data into strategic business value through advanced analytics and visualization

Programming Languages

Python 95%
SQL 90%

Data Visualization

Tableau 92%
Spotfire 88%

Databases & Big Data

BigQuery 87%
SQL Server 85%

Tools & Platforms

GitHub 85%
Jupyter Notebook 95%

Machine Learning

scikit-learn 88%
Pandas/NumPy 95%

Other Skills

Forecasting
Exploratory Data Analysis
Market Analytics
Patient Analytics
10+

Tools Mastered

5+

Projects Completed

3+

Years Experience

100%

Data-Driven

Licenses & Certifications

Continuous learning and professional development

Azure AI Fundamentals

Microsoft

Issued Dec 2025

Python Programming

DataCamp

Issued Aug 2025

SQL Fundamentals

DataCamp

Issued Jul 2025

Taking Ownership in Your Career

LinkedIn

Issued Jun 2022

Power BI: Dashboards

LinkedIn

Issued Apr 2022

What Is Business Analysis?

LinkedIn

Issued Feb 2022

ICH-Good Clinical Practice

NIDA

Certificate

Get In Touch

Let’s connect if you’re building something impactful or navigating your next big leap.

Send a Message

Contact Information

Feel free to reach out through any of these channels. I typically respond within 24 hours.

Email

ssagniva1534@gmail.com

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LinkedIn

linkedin.com/in/agnivamondal1534

GitHub

github.com/agniva1534