Open to opportunities

Rancel Rana

@rancelrana

Data Scientist focused on machine learning, predictive analytics, and fraud/recommendation solutions using Python and SQL.

India

Message

What I'm looking for

I’m looking for a role where I can build reliable machine learning models (fraud, recommendations, forecasting), apply strong EDA and feature engineering, and turn insights into dashboards in Tableau/Power BI while learning from experienced teammates.

I’m a Data Science graduate with hands-on experience in machine learning, predictive analytics, statistical analysis, and business intelligence, and I’m an IEEE-published researcher. I’ve built fraud detection models using SVM and SMOTE, achieving 97.82% accuracy, and I also developed clustering-based player performance insights with Logistic Regression and Random Forest.

I bring strong EDA, feature engineering, and model evaluation skills, then translate results into impact through dashboards—like tracking $899M+ Adidas US sales across retailers, regions, and categories in Tableau and Power BI—and real-time fashion recommendations using image similarity.

Experience

Work history, roles, and key accomplishments

Current

Executive Member, Hospitality

Current

NMIMS Cultural Committee

Jul 2025 - Present (1 year)

Managed hospitality operations for NMIMS' flagship cultural festival, coordinating artists, VIP guests, vendors, and event logistics across teams.

Hospitality Operations Event Logistics Vendor coordination Stakeholder Management

Education

Degrees, certifications, and relevant coursework

NMIMS, Navi Mumbai

B.Sc., Data Science

2023 - 2026

Grade: CGPA 3.0/4.0 (75%)

Activities and societies: Executive Member, Hospitality Committee – NMIMS Cultural Committee (Jul 2025–Present).

Pursuing a B.Sc. in Data Science at NMIMS (2023–2026), building skills in data science fundamentals. Received CGPA 3.0/4.0 (75%) and participated in the NMIMS Cultural Committee’s Hospitality Committee (Executive Member).