Tools
Round 3 Strategy Guide

Flipkart GRiD 8.0
Winning Strategies

How top 48 teams crack Round 3 and win ₹1L/month internships + ₹32.67 LPA PPOs — real patterns, past winners, and judging criteria

Round 3 Problem Patterns by Track

SDE Track

Typical Problem Types:

  • Catalog Search & Discovery — Build a fuzzy search engine for e-commerce products
  • Cart & Checkout Optimization — Design a scalable cart service handling 10M+ users
  • Recommendation Engine — Implement collaborative filtering for "Customers also bought"

Recommended Tech Stack:

React/Next.jsNode.js/ExpressPostgreSQL/MongoDBRedis (caching)Elasticsearch

Judging Criteria:

code30%
scalability30%
demo25%
documentation15%

AI Engineering

Typical Problem Types:

  • Visual Search — Upload product image, find similar items (CNN + vector search)
  • Chatbot for Customer Support — LLM-powered assistant for order queries
  • Personalized Feeds — ML model predicting user product preferences

Recommended Tech Stack:

Python/FastAPITensorFlow/PyTorchLangChain/OpenAI APIPinecone (vector DB)React

Judging Criteria:

innovation35%
accuracy30%
uxDemo20%
tech15%

Data Science

Typical Problem Types:

  • Demand Forecasting — Predict inventory needs for Big Billion Days sale
  • Fraud Detection — Identify fake reviews and suspicious transactions
  • Last-Mile Delivery Optimization — Route planning for 1000+ daily orders

Recommended Tech Stack:

Python (Pandas, NumPy)scikit-learn/XGBoostSQL/BigQueryTableau/PlotlyFlask API

Judging Criteria:

model35%
insights30%
visualization20%
presentation15%

What Past GRiD Winners Did Differently

GRiD 7.0 (2025)
Team ByteBuilders — IIT Delhi
"Smart Inventory Predictor"

Winning Moves:

  • Used LSTM + ARIMA hybrid model for demand forecasting
  • Integrated real-time sales data via Flipkart Open API
  • Built interactive Tableau dashboard for executives
  • Deployed on AWS with auto-scaling (handled 10K req/sec demo)
Key Lesson:
Winners showcase END-TO-END execution — model + deployment + business impact.
GRiD 6.0 (2024)
Team TechTitans — BITS Pilani
"Visual Search Engine"

Winning Moves:

  • Fine-tuned ResNet50 on Flipkart product images
  • Used Pinecone for fast vector similarity search
  • React frontend with drag-and-drop image upload
  • Demo: uploaded random product → found 10 similar items in <2s
Key Lesson:
Live demo MUST be fast and error-free. Practice your pitch 10+ times.
GRiD 5.0 (2023)
Team CodeCrafters — NIT Trichy
"Real-Time Cart Sync"

Winning Moves:

  • WebSocket-based cart sync across mobile + web
  • Redis pub-sub for low-latency state management
  • Handled concurrent updates (10 users editing same cart)
  • GitHub repo with clean README + architecture diagram
Key Lesson:
Technical rigor wins. Document your architecture and trade-offs clearly.

7-Week Preparation Timeline

1

Week 1–2

  • Pick your track (SDE/AI/DS)
  • Form a 3–4 member team
  • Brainstorm 5 project ideas aligned with Flipkart scale
2

Week 3–4

  • Build MVP — core feature working end-to-end
  • Set up GitHub repo with CI/CD
  • Deploy to Vercel/Railway/AWS
3

Week 5–6

  • Add 2–3 advanced features
  • Write comprehensive README with architecture diagram
  • Prepare 10-min pitch deck
4

Week 7 (Submission)

  • Record demo video (5 min max)
  • Submit code + documentation on Unstop
  • Test live demo URL (no downtime!)

Ready to Compete in GRiD 8.0?

Round 3 is active for top 48 teams. Next edition (GRiD 9.0) opens Q1 2027. Start building your portfolio project now.

Pan-India Student Community

Trusted by Engineering
Students Across India

From IIT Delhi to VTU Belagavi, COEP Pune to NIT Trichy — trusted by engineering students across 100+ campuses nationwide.

⭐ Premier (IITs, NITs, IISc)
🏆 Top Tier (State Govt)
Regional Colleges

North India

⭐ Premier
ID

IIT Delhi

Delhi

⭐ Premier
I(

IIT (BHU) Varanasi

Varanasi

⭐ Premier
NK

NIT Kurukshetra

Kurukshetra

🏆 Top Tier
DD

DTU Delhi

Delhi

🏆 Top Tier
ND

NSUT Delhi

Delhi

DS

Delhi Skill & Entrepreneurship University

Delhi

YC

Yadavindra College of Engg

Punjab

West India

🏆 Top Tier
CT

COEP Tech Pune

Pune

🏆 Top Tier
VM

VJTI Mumbai

Mumbai

🏆 Top Tier
IM

ICT Mumbai

Mumbai

🏆 Top Tier
PP

PICT Pune

Pune

SP

SCOE Pune

Pune

AC

AISSMS COE Pune

Pune

LC

L.D. College of Engg (LDCE)

Ahmedabad

DD

Dharmsinh Desai University

Nadiad

PL

PREC Loni

Loni

V

VPKBIET

Maharashtra

South India

⭐ Premier
IH

IIT Hyderabad

Hyderabad

⭐ Premier
IB

IISc Bangalore

Bangalore

⭐ Premier
NT

NIT Trichy

Trichy

⭐ Premier
BP

BITS Pilani Goa

Goa

🏆 Top Tier
CA

CEG Anna University

Chennai

🏆 Top Tier
VB

VTU Belagavi

Belagavi

🏆 Top Tier
SI

SRM Institute

Chennai

🏆 Top Tier
AV

Amrita Vishwa Vidyapeetham

Coimbatore

SE

SRKR Engineering College

Bhimavaram

MB

MVIT Bangalore

Bangalore

SI

Sagar Institute of Science & Technology

Bhopal

P

PRMITR

Badnera

CC

CARE College of Engg

Trichy

MU

Medi-Caps University

Indore

110+
Engineering Institutions
15+
States & UTs