DataVerse 2026 · Results

WINNERS

Celebrating excellence in data science and analytical storytelling.

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1st Place · Gold
Alpha Analyst
The Urban Heat Mystery — Navapur Climate Analysis
↗ Repo
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1st Place · Gold
Peaky Blinders
The Safe Lending — Lending Club Risk Analysis
↗ Repo
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1st Place · Gold
Entropy
The Promotional Paradox — Mercato Sales Behaviour
↗ Repo
Round 2 · Finalist Web Apps

Project Showcase

Interactive dashboards and ML apps built during the 9-hour finale.

🥇 1ST PLACE  ·  ENTROPY  ·  HARNITYA NAROLA & MEET KARANGIYA

Stopping the Bleed: From Blanket Discounts to Uplift Modeling

A prescriptive ML dashboard tackling Mercato's ₹148M promotion paradox. By deploying a CATE T-Learner Uplift Model and XGBoost churn predictor, the solution identifies the 28% of customers promotions actually work on — recovering ₹65M in destroyed margin without losing a single transaction. Includes a live budget simulator that lets you reallocate spend and watch the P&L recover in real time.

₹148.6M Margin Analyzed
237,983 Transactions
42% Sure Things
₹65M Recoverable
CATE · Uplift Modeling T-Learner · Random Forest XGBoost · SHAP Prescriptive ML Live P&L Simulator
harnitya29.github.io/DataVerse
🥇 1ST PLACE  ·  ALPHA ANALYST

The Urban Heat Mystery

Climate data analysis uncovering urban heat patterns across Navapur. Awarded first place for exceptional analytical storytelling, geospatial visualization depth, and the quality of environmental insight communicated through data science.

Climate Analysis Urban Heat Islands Navapur Dataset Geospatial Viz
⌥ View Repo Live app not yet available
🥇 1ST PLACE  ·  PEAKY BLINDERS

The Safe Lending

Credit risk analysis and loan default prediction built on Lending Club data. Awarded First place for strong technical execution, model accuracy, and the practical financial impact of the risk scoring solution.

Credit Risk Lending Club Default Prediction Risk Scoring
⌥ View Repo Live app not yet available

CERTIFICATE OF PARTICIPATION

All Participants Recognized

Every participant who competed in DataVerse 2026 receives a Certificate of Participation in recognition of their dedication and contribution.