Ongoing
AI · Product
Zave.AI
A universal content-saving tool with AI-powered categorisation. Save links, places, ideas — and let AI sort, tag, and surface them when you need them.
Upcoming
Machine Learning · Manufacturing
Predictive Maintenance Dashboard
Predict machine failure before it happens using sensor data. Streamlit app showing failure probability, time-to-failure, and alert triggers — NASA CMAPSS dataset.
Upcoming
Computer Vision · ML
Manufacturing Defect Detector
Classify product images as defective or non-defective using transfer learning. Upload an image in Gradio, get instant classification with confidence score.
Completed
Academic Case Study · EDA
Netflix Content Strategy Analysis
EDA on 8,800+ Netflix titles to identify content trends, top-producing countries, and strategic recommendations for content investment.
Completed
Academic Case Study · Customer Profiling
Aerofit Treadmill Customer Profiling
Probability analysis to build buyer profiles for 3 treadmill models using age, income, fitness level, and usage frequency.
Completed
Academic Case Study · Statistical Analysis
Walmart Black Friday Purchase Behaviour
Statistical analysis of 537K Black Friday transactions — confidence intervals to test if gender, age, and city drive significant spending differences.
Completed
Academic Case Study · Hypothesis Testing
Yulu Electric Cycle Demand Analysis
T-tests, ANOVA, and Chi-Square to identify which factors significantly affect demand for Yulu shared electric cycles in India.
Completed
Academic Case Study · Feature Engineering
Delhivery Logistics Pipeline Analysis
Feature engineering on delivery data to quantify the gap between OSRM predictions and actual delivery times across India's busiest logistics corridors.
Completed
Academic Case Study · Linear Regression
Jamboree Education Admission Predictor
Linear regression model predicting graduate school admission probability — CGPA emerges as the strongest predictor with 0.88 correlation.
Completed
Academic Case Study · Ensemble Learning
OLA Driver Churn Prediction
Random Forest vs Gradient Boosting for driver churn prediction. GBM wins with 84% accuracy and 0.93 churn recall — ROC-AUC 0.856.
Completed
Academic Case Study · Clustering
Scaler Learner Segmentation
K-Means and Hierarchical clustering on Scaler learner data — identifies 3 distinct segments (early, mid, senior career) for personalised learning paths.
Completed
Academic Case Study · Time Series
Ad Ease Wikipedia Traffic Forecasting
ARIMA, SARIMAX, and Prophet forecasting of Wikipedia page views. Prophet achieves 6.65% MAPE on English traffic.
Completed
Academic Case Study · Recommender Systems
Zee Entertainment Movie Recommender
Pearson, Cosine Similarity, and SVD Matrix Factorization on 1M+ ratings. SVD achieves RMSE 0.88 — best performing recommendation model.
Completed
Academic Case Study · SQL Analytics
Target Brazil E-Commerce SQL Analysis
19-step SQL analysis on 100K Brazilian orders in BigQuery — 143% YoY revenue growth, zero customer retention, afternoon peak shopping behaviour.
Completed
Academic Case Study · Logistic Regression
LoanTap Credit Risk Modelling
Logistic regression to predict loan defaulters — uncovering the challenge of class imbalance and why accuracy alone is a misleading metric for credit risk.
Completed
Industry Simulation · British Airways
British Airways Data Science Simulation
Scraped 1,000 customer reviews using BeautifulSoup, performed sentiment analysis, and built a Random Forest model to predict booking behaviour.
Completed
Industry Simulation · BCG X
BCG Customer Churn Analysis
Customer churn prediction for XYZ Analytics using Python EDA and Random Forest — achieved 50% recall. Delivered executive summary with actionable insights.
Completed
Industry Simulation · Deloitte Australia
Deloitte Data Analytics Simulation
Forensic data analysis simulation — created a Tableau dashboard to visualise key business metrics and used Excel to classify data for client reporting.
Completed
Industry Simulation · Tata Group
Tata Data Visualisation Simulation
Built business intelligence visuals for Tata Consultancy Services — prepared executive-level questions, created decision-ready charts and dashboards.
Completed
Industry Simulation · Tata iQ
Tata GenAI Powered Data Analytics
AI-driven delinquency risk analytics for Tata iQ — EDA with GenAI tools, no-code predictive modelling framework, and an agentic AI collections strategy.
Completed
Other · Research
COVID-19 Impact on Work-Life Balance
Final year engineering research — surveyed 500+ frontline workers on COVID-19's impact on work-life balance, stress, and job satisfaction.
Completed
Original Project · SQL
Ride-Sharing Analytics Database
Full SQL analytics project on 50K real NYC taxi trips — custom schema with synthetic drivers, riders, and surge pricing. 25+ queries covering KPIs, Gini coefficient, and cohort retention.
Completed
Academic Case Study · Cybersecurity
Network Anomaly Detection
Random Forest classifier achieving 99.9% accuracy on network traffic anomaly detection. Flask API deployed for real-time prediction with Tableau dashboard.
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