๐ Hi, I'm Sangram Keshari Patro โ Freelance Data Scientist | Business Analyst
I'm a results-driven data science and analytics professional with a strong foundation in computational physics and a passion for transforming complex data into actionable business insights. With an M.Sc. in Physics from UM-DAE Centre for Excellence in Basic Sciences and a PGP in Data Science & Business Analytics from the University of Texas at Austin & Great Lakes (expected Aug 2025), I bring both analytical depth and hands-on business experience.
๐ง What I Do Best:
Machine Learning & Predictive Modeling (Classification, Regression, Clustering)
Data Analytics & Visualization (Power BI, Tableau, Seaborn, Plotly)
Statistical Analysis & Data Cleaning (SQL, Excel, KNIME, Python)
Business Insights & Storytelling โ from EDA to stakeholder-ready dashboards
๐ Highlight Projects Across Domains:
Customer Churn Prediction (DTH Provider): Built ML model to flag high-risk accounts, enabling cost-effective retention campaigns.
Hotel Booking Cancellation (INN Hotels): Logistic regression and pruned tree (F1: 0.80) led to 22% projected reduction in cancellations.
OTT Forecasting (ShowTime): Linear regression (Adj. Rยฒ: 77.4%) uncovered platform traffic and sports events as key predictors.
Time Series Forecasting (ABC Estate Wines): ARIMA + triple exponential smoothing (RMSE: $9,334) improved seasonal inventory targeting.
Visa Approval Optimization (EasyVisa): XGBoost with SHAP (F1: 0.825) showed salary boosts directly impact approval odds.
Customer Segmentation (AllLife Bank): K-Means + PCA revealed 2.5x credit potential across clusters.
Sales Drop Root Cause (New Wheels): Advanced SQL + data wrangling exposed 35.8% dip tied to a 47% rise in negative reviews.
๐งช Research & Technical Edge:
Simulated cranked shell-models in C++ at TIFR, applied chi-square fitting and nuclear detector efficiency analysis with Python, Radware, and Matplotlib.
๐ผ Tools & Tech Stack:
Languages: Python, SQL, C++, MATLAB, Shell scripting, LaTeX
Libraries: Scikit-learn, Statsmodels, Pandas, Numpy, Plotly, Seaborn, SHAP
Tools: Tableau, Power BI, KNIME, Excel, Radware, Origin, Arduino
๐
Awards & Recognition:
๐ฅ Top 3 โ Great Learning Hackathon
๐ฅ Top 4/1000 โ Analytics Vidhya AI Battlefield
๐ DAE DISHA Scholar โ Top 50 of 40K
๐ AIR 104 โ NSTSE
๐ค Letโs Collaborate:
I'm passionate about working with teams and businesses that value data-backed decisions. Whether you're an early-stage startup or an enterprise, Iโm here to build models that matter and turn numbers into impact.
๐ฌ Let's connect and bring your data to life.
2023 - 2024: Graduate Research Intern @ Tata Institute of Fundamental Research , Mumbai
2024 - 2025: Forecasting Wine Sales - ABC Estate Wines
2024 - 2025: Analyzing Sales Trends and Customer Feedback - New Wheels
2024 - 2025: Customer Segmentation Using Unsupervised Learning - AllLife Bank
2024 - 2025: Optimization of the visa approval process - EasyVisa
2024 - 2025: Booking Cancellation Prediction - INN Hotels
2024 - 2025: OTT Data Analysis - ShowTime
2024 - 2025: PGP in Data Science and Business Analytics @ The university of Texas at Austin