Madhurima Dutta

Data Analyst
with a passion for insights

Transforming complex data into actionable business intelligence using Python, SQL, and Power BI

Madhurima Dutta

About Me

Hi, I'm Madhurima Dutta, a passionate Data Analyst with a strong foundation in mathematics from IIT Jodhpur. I specialize in uncovering insights using Python, SQL, and Power BI, with hands-on experience in domains like marketing, finance, and inventory systems.

Currently working as an Assistant Data Analyst at Columbia Shipmanagement, I've developed automated processes that reduced manual labor by 40% and increased data accuracy by 50%.

With a Master's degree in Mathematics and experience in predictive modeling, I'm dedicated to transforming complex data into actionable business intelligence.

Data Analysis

Transforming raw data into meaningful insights through cleaning, processing, and visualization.

Machine Learning

Building predictive models using regression, classification, and other ML techniques.

Data Visualization

Creating interactive dashboards and reports with Power BI and Python libraries.

Statistical Analysis

Applying statistical methods to extract meaningful patterns and trends from data.

Projects

A collection of my data analysis and machine learning projects, showcasing my skills and expertise.

Car Price Prediction Model

Car Price Prediction Model

Regression with Python; R² score: 0.879

PythonScikit-learnPandasRegression
Stock Risk Simulation

Stock Risk Simulation

Monte Carlo forecasting for tech stocks

PythonNumPyMatplotlibFinance
Black-Scholes Pricing Tool

Black-Scholes Pricing Tool

Real-time European options calculator

PythonFinanceMathematicsOptions

Tech Stack

🐍Python
🐼Pandas
🔢NumPy
🤖Scikit-learn
📊Matplotlib
📈Seaborn
🗃️SQL
🐘PostgreSQL
🐬MySQL
📊Power BI
📑Excel
🔄Git
📓Jupyter Notebook
🧪Google Colab
📐LaTeX
📝MS Word
📽️PowerPoint
🔥PyTorch
🧠TensorFlow
🐱GitHub
🔗SharePoint
📉DAX
📈Desmos

Skills

Data Cleaning & Wrangling
Exploratory Data Analysis (EDA)
Machine Learning
Power BI Dashboards
Advanced Excel (Pivot Tables, Forecasting)
SQL Queries & Optimization
Statistical Modeling
Version Control (Git/GitHub)
Data Visualization
Time Series Analysis
Deep Learning
Dashboard Design

FAQ

Answers to frequently asked questions about my work and expertise.

Contact Me

Feel free to reach out for collaborations, opportunities, or just to say hello!