Available for Opportunities · Pune, India

Rutuja
Dinkar More

Data Analytics & Data Science · BE IT Graduate 2025

Turning raw data into confident decisions. Skilled in Python, SQL, Power BI, and Machine Learning — with 6 end-to-end projects and an IIT Guwahati certification.

6+
Projects
91%
Best Accuracy
148K
Records Analysed
2
Certifications
RM
✦ Class of 2025
Who I Am

About Me

Hi, I'm Rutuja — a fresh Information Technology graduate from I2IT, Pune with a genuine passion for Data Analytics and Data Science. I hold an Advanced Certification in Master in Data Science from E&ICT Academy, IIT Guwahati.

I love the full journey of a data problem — from messy raw data through EDA and feature engineering, all the way to a deployed ML model or an interactive Power BI dashboard. I believe good data work is equal parts rigour and storytelling.

I also completed JP Morgan Chase & Co.'s Quantitative Research simulation and am actively seeking Data Analyst and Data Science opportunities where I can contribute from day one.

📍 Pune, Maharashtra 🎓 BE IT – 2025 📊 Data Analytics 🤖 Machine Learning ⚡ Open to Work
Toolkit

Technical Skills

End-to-end data skills — from SQL and EDA to deployed ML models and BI dashboards.

🐍
Programming
PythonSQLMySQL
🔍
Data Analytics & EDA
EDAData CleaningPreprocessingETLFeature EngineeringStatistical AnalysisData Storytelling
🤖
Machine Learning
Scikit-learnRegressionClassificationPredictive ModelingModel Evaluation
📊
Visualization & BI
Power BIMatplotlibSeabornExcel DashboardsKPI ReportingDAX
🛠️
Libraries & Tools
PandasNumPyJupyter NotebookStreamlitFlaskGitGitHub
💼
Business & Analytical
Business IntelligenceTrend AnalysisData ReportingDecision MakingData Modeling
Work

Featured Projects

Six end-to-end projects across analytics, machine learning, and data engineering — all with real measurable results.

01 · Featured Project

Speak-To-Database — NLP Voice & Text to SQL System

Full-stack web application enabling non-technical users to query a MySQL database using plain English text or voice commands. Built an end-to-end NLP-to-SQL pipeline with Flask backend, removing the SQL knowledge barrier entirely.

NLP-to-SQL PipelineVoice + Text InputMySQL IntegrationLive Deployment
PythonMySQLNLPFlaskFull-StackGit
View on GitHub →
02

Predicting Machine Failure

ML model to detect potential machine failures in advance using sensor data, reducing maintenance costs and minimising production downtime through early-warning classification.

88% Accuracy~30% Cost Reduction
PythonScikit-learnPandasNumPyGit
View on GitHub →
03

Loan Status Prediction

Decision Tree classifier predicting bank loan approvals, deployed as a live Streamlit web app and Flask REST API for real-time end-user predictions.

91% AccuracyREST API Deployed
PythonDecision TreeStreamlitFlask
View on GitHub →
04

Delivery Duration Prediction

Linear Regression model predicting estimated delivery times across 5,000+ records, reducing prediction error and improving logistics planning accuracy.

R² Score: 0.8218% MAE Reduction
PythonLinear RegressionPandasNumPy
View on GitHub →
05

Uber Ride Analytics

EDA on 148,770+ Uber bookings uncovering demand patterns, peak hours, top-performing zones, and customer behaviour trends.

148,770+ RecordsDemand Insights
PythonPandasMatplotlibSeabornEDA
View on GitHub →
06

Online Mobile Shop Sales Dashboard

Interactive Power BI dashboard with 8+ KPIs tracking sales performance, revenue trends, and product-level insights with dynamic slicers and drill-throughs.

8+ KPIsInteractive Slicers
Power BIDAXKPI ReportingExcel
View on GitHub →
Credentials

Certifications

Recognised credentials validating expertise in Data Science and Quantitative Analysis.

🏛️
Advanced Certification — Master in Data Science
E&ICT Academy · IIT Guwahati · Indian Institute of Technology
⭐ IIT Guwahati Certified
🏦
Quantitative Research Job Simulation
JP Morgan Chase & Co. · Completion Certificate
✓ Verified Certificate
Background

Education

Strong academic foundation in engineering, mathematics, and computer science.

2021 – 2025
BE — Information Technology
I2IT, Pune · Savitribai Phule Pune University
CGPA 7.51 · Final Sem SGPA 8.40
2020
HSC — 12th Grade
Maharashtra State Board of Higher Secondary Education
63%
2018
SSC — 10th Grade
Maharashtra State Board of Secondary Education
89.80%
Say Hello

Get in Touch

Actively seeking Data Analytics and Data Science roles. I respond within 24 hours.