Hackathon: Ignite With Delhi

Projects & Collaboration
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:hammer_and_wrench: Official Submission Thread: Hackathon: Ignite With Delhi

Welcome to the official submission thread! If your team has finished building, congratulations. Please submit your final project by replying directly to this thread using the exact template below.

:warning: Submission Deadline: 4:30 PM IST

To keep things organized for our judges, please do not create a separate new topic for your project. Only submissions posted as a reply to this thread will be judged.

:clipboard: Copy and Paste this Template in your Reply:

Team Name:
Project Name:
One-Sentence Pitch: (What problem does it solve?)
Tech Stack Used: (e.g., Neo4j Aura, Cypher, Next.js, Python)
GitHub Repo Link: (Ensure the repository is public!)
Demo Video Link: (Max 3 minutes)

2

Team Name: Ajay
Project Name: Ajay Project
One-Sentence Pitch: (What problem does it solve?)
Tech Stack Used: (e.g., Neo4j Aura, Cypher, Next.js, Python)
GitHub Repo Link:
Demo Video Link:

3

Team Name: Shubham Ranswal
Project Name: Mosaic - Beyond the Resume
One-Sentence Pitch: Mosaic is a candidate context layer for hiring platforms that brings fragmented candidate signals together into one complete, evidence-backed picture.
Tech Stack Used: Neo4j Aura, Cypher, Python, React, Cognee, Tavily
GitHub Repo Link: GitHub - agsyna/mosaic · GitHub
Demo Video Link: https://drive.google.com/file/d/10hISSPn7WBHpL3CaEf3CZqq7iqeON97f/view?usp=sharing

4

Team Name: Pravin kumar

Project Name: Tracepulse NCR

One-Sentence Pitch: TracePulse NCR is an AI-powered food traceability platform that uses Neo4j graph intelligence to instantly track contaminated ingredient batches and identify their impact across the entire supply chain.

Tech Stack Used: Next.js 15, TypeScript, Tailwind CSS, FastAPI, Python, Neo4j AuraDB, Cypher, Gemini AI, LangChain, React Flow, Leaflet, and Render.

GitHub Repo Link: GitHub - krish-gaur/Tracepulse-NCR · GitHub

Demo Video Link: https://drive.google.com/file/d/1OtOmRef-vZLBI_mmUYGeUa73Vcv_of3k/view?usp=drivesdk

5

Team Name: Bibek
Project Name: EcoRoute Finder
One-Sentence Pitch: EcoRoute Finder application returns the top K shortest viable routes while prioritizing paths with an AQI below 400. It helps delivery operators avoid areas with hazardous air quality.
Tech Stack Used: Neo4j Aura, Cypher, React.js, Node.js, Express.js
GitHub Repo Link: GitHub - bibekkakati/eco-route-neo4j · GitHub

6

Team Name: Vaibhav Kumar
Project Name: KAZE
One-Sentence Pitch: "A dynamic, graph-powered environmental navigation engine that protects delivery fleets from severe Delhi smog by routing around toxic AQI zones in real-time."
Tech Stack Used: Neo4j AuraDB, Cypher, Python, FastAPI, Uvicorn, WebSockets, APScheduler, React, Vite, TypeScript, Tailwind CSS, Zustand, TanStack React Query, Leaflet, React-Leaflet, OSRM, Esri World Dark Canvas, CPCB / Data.gov.in API, Tavily AI Search API, Render, Vercel
GitHub Repo Link: Link
Demo Video Link: Link

7

Team Name: Piyush Rai
Project Name: Piyush Rai (TraceX)
One-Sentence Pitch: TraceX finds every kitchen, dish, and customer reached by a contaminated food batch in one click, and traces customer complaints back to their common source, using a Neo4j graph.
Tech Stack Used: Neo4j Aura, Cypher, Python (FastAPI), React, TypeScript, Vite, Tailwind CSS, Cytoscape.js
GitHub Repo Link:GitHub - Piyushrai05/Trace-X: Graph-powered food supply chain traceability and recall platform. Trace contaminated batches downstream and complaints upstream. Built on Neo4j Aura. · GitHub
Demo Video Link:https://drive.google.com/file/d/1kLToTMGdUIxWCvFPloiIaY15GKebtE8U/view?usp=sharing

8

Team Name: Samridhi Shree
Project Name: svas-aasrav
One-Sentence Pitch: A route planner for Delhi NCR that considers delivery time and air pollution.

Tech Stack Used: Neo4j Aura, Cypher, React.js, Python
GitHub Repo Link: GitHub - samridhishree-commits/svas-aasrav: Air-quality-aware rider routing and conversational fleet suggestions for Delhi NCR. · GitHub
Demo Video Link: https://drive.google.com/file/d/1VB83kUwlxAwXMKC0wJd6ZMoEzq9CDXAy/view?usp=sharing

9

Team Name: Lakshmipriya Anil

Project Name: EcoRoute NCR — AQI-Aware Autonomous Re-Routing on a Live Knowledge Graph

One-Sentence Pitch: Real-time AQI-aware autonomous re-routing on a live Neo4j knowledge graph — deterministic routing that treats severe air quality as a hard constraint, re-plans riders mid-delivery without undoing roads already driven, and explains every decision through an AI operations assistant giving insight into the reouting changes.

Tech Stack Used: Neo4j, Cypher, APOC, Neo4j Graph Data Science, Python, FastAPI, Pydantic, LangChain, langchain-neo4j, Groq API, NetworkX, pandas, Streamlit, Folium, Plotly, APScheduler, Docker, Docker Compose, OpenStreetMap Overpass API, pytest, PowerShell

GitHub Repo Link: GitHub - Lakshmi10101/ecoroute-ncr: AQI-aware autonomous re-routing on a live Neo4j knowledge graph for Delhi NCR · GitHub

Demo Video Link: https://drive.google.com/file/d/1B0PGvJrjAIgehcqJ9-6B4-mEdz9uU0v5/view?usp=sharing

10

Team Name: NeoDeveloper
Project Name: Aevora
One-Sentence Pitch: PM2.5 exposure aware fleet Routing system which help dispatchers to decide the shortest path for delivery agent with minimal PM2.5 exposure withn delivery window.
Tech Stack Used: Neo4j Aura Db, Python, Google Cloud API, Gemini, Steamlit
GitHub Repo Link: https://www.github.com/himanihassija/Ignite-hackathon
Demo Video Link: Ignite-with-Delhi - Google Drive

11

Team Name: Siddha Sankalp
Project Name: TraceVeritas
One-Sentence Pitch: raceVeritas is a graph-powered food safety command center that traces contamination from supplier to customer, simulates containment decisions, and executes and verifies targeted recalls across a connected supply chain.
Tech Stack Used: Neo4j AuraDB, Cypher, Python, FastAPI, React, TypeScript, Vite, React Flow, Gemini 2.5 Flash
GitHub Repo Link: GitHub - urstrulysiddhu/traceveritas: Neo4j-powered food supply chain traceability and recall intelligence platform. · GitHub
Demo Video Link: IGNITE HACKATHON - Google Drive

12

Team Name: Debjeet Bose
Project Name: Trace Control: Emergency Operations Command Center for Food-Safety Incidents
One-Sentence Pitch: Trace Control turns natural-language food-safety reports into verified Supplier → Batch → Kitchen → Dish impact maps, evidence-backed response briefs, and auditable containment actions for Delhi-NCR cloud kitchens.
Tech Stack Used: Python, FastAPI, React, Vite, TailwindCSS, Neo4j AuraDB, Cypher, LangChain, OpenAI-compatible LLMs, Tavily, Server-Sent Events, Render
GitHub Repo Link: GitHub - debjeetism/ignitehackathon: Food Traceability Graph contamination war room · GitHub
Demo Video Link: https://drive.google.com/file/d/18dcBXc1tnB2n0Ai7jK8YG7qMTnW1-7xY/view?usp=sharing

13

Team Name: Batata Vada
Project Name: EcoRoute: Smarter Routes for Safer Deliveries
One-Sentence Pitch: An intelligent logistics platform that uses graph-powered routing and real-time AQI insights to help delivery fleets avoid hazardous pollution zones while maintaining efficient last-mile deliveries.
Tech Stack Used: Neo4j Aura, Cypher, React, JavaScript, Tailwind CSS, GitHub Workflows, OpenStreetMap, AQI APIs
GitHub Repo Link: GitHub - soumyasuryan/EcoRoute · GitHub
Demo Video Link: https://drive.google.com/file/d/1f_WLoS0PEj9M4yP6uAeevPyhi2_SZWjV/view?usp=sharing

14

Team Name:
Code Hackers

Project Name:
PersonaCRM: The Hackathon Organizer's Graph Context Layer & Command Center

One-Sentence Pitch: (What problem does it solve?)

PersonaCRM transforms dead, flat participant databases into an interconnected Neo4j Knowledge Graph that detects fake resume claims (Claim Gap), tracks true developer reliability over time, and lets hackathon organizers scout verified builders, re-engage dormant winners, and recruit mentors in natural language with zero hallucination.

Tech Stack Used:
Neo4j AuraDB (Cloud), Cypher, Express.js (Node.js), React 18, Vite 6, Tailwind CSS, Cognee (Python FastAPI GraphRAG), NVIDIA Nemotron 3.5 30B LLM, FastEmbed ONNX

GitHub Repo Link:

Demo Video Link: (Max 3 minutes)

15

Team Name: Aman

Project Name: Ignite-hacks

One-Sentence Pitch: Ignite routes delivery fleets through Delhi NCR in real time so that unmasked riders literally cannot be sent into a zone whose AQI is over the safe limit, while masked riders take every order that must cross the bad air : so riders breathe less and no order silently fails

Tech Stack Used: ( Neo4j Aura, Cypher, FastAPI, React-Native , Apple Maps on iOS, Google maps for android )

GitHub Repo Link: GitHub - Amanlabh/igniteDelhi-Hacks · GitHub

Demo Video Link: https://www.youtube.com/watch?v=eMRgfyVBOK4

16

Team Name: Batata Vada
Project Name: EcoRoute: Smarter Routes for Safer Deliveries
One-Sentence Pitch: An intelligent logistics platform that uses graph-powered routing and real-time AQI insights to help delivery fleets avoid hazardous pollution zones while maintaining efficient last-mile deliveries.
Tech Stack Used: Neo4j Aura, Cypher, React, JavaScript, Tailwind CSS, GitHub Workflows, OpenStreetMap, AQI APIs
GitHub Repo Link: GitHub - soumyasuryan/EcoRoute · GitHub
Demo Video Link: https://drive.google.com/file/d/1f_WLoS0PEj9M4yP6uAeevPyhi2_SZWjV/view?usp=sharing