Advanced Hackathon Problem Statements for FastFlyrr (25-hour Cap)

For serious devs, future founders, and system designers

1.Smart Flight Slot Negotiation Protocol (P2P Scheduling)

Design a distributed protocol where multiple eVTOL operators 'negotiate' vertiport slot timings based on priority, constraints, and time-to-landing — like blockchain gas bidding meets aviation.

Deliverables: Slot auction engine, conflict detection, fallback logic.
2.Lightweight AI-Powered ATC Agent (Edge Deployable)

Build a microservice that can accept a live stream of incoming eVTOL coordinates and dynamically reroute based on safety zones, congestion, or predicted conflicts.

Deliverables: Trajectory prediction, airspace ruleset engine, real-time override.
3.Multi-Modal Urban Freight Optimizer (Land + Air)

Build a routing engine that determines when cargo should switch from drone → van → foot delivery for last-mile optimization, including battery, time, and urban zone limits.

Tech Stack: Graph search + multi-modal constraint logic.
4.Real-Time ML for Conflict Prediction

Train a small model (XGBoost, KNN, or transformer-based) to predict future flight conflicts based on current coordinates, speed, altitude, and past airspace data.

Bonus: Live evaluation dashboard with ROC curve/precision alerts.
5.Cross-Operator UAM Ledger System (Web3/Blockchain-Inspired)

Design a tamper-proof event log of all UAM operations (landings, slots, handovers, etc.) to enable compliance/auditing across competitors. No heavy chain — use Merkle-style hashes.

6.Revenue Optimization Engine for Vertiport Operators

Build a model to dynamically price landing/takeoff slots based on congestion, demand, operator tier, and real-time usage.

Deliverables: API endpoints + admin override.
7.Battery-Aware Dynamic Flight Planner

Build a routing system that includes real-time battery drain (based on load, headwind, elevation) and recommends path adjustments or emergency diversions.

8.Multi-Role Command Dashboard with Live Ops

Design an admin dashboard supporting at least 3 real-time views: Pilot Console, Ground Control, Emergency Override.

Deliverables: Live state sync, role-based controls, and state rollback.
9.Serverless Edge Deconfliction Engine (Lambda / Workers)

Build a serverless cloud function that detects and resolves mid-air conflict events using rule-based separation logic.

10.Vertiport-to-Vertiport Interlink API (UAM SDK)

Design an API standard that two vertiports can use to sync flight events, handovers, emergencies, and schedule adjustments — think 'airport-to-airport socket.'

11.Mission Replay & Blackbox Recorder

Build a system that records every flight's movement, decisions, and comms — and lets operators 'replay' events to review safety and errors.

Bonus: Web-based player UI.
12.EVTOL Digital Twin Simulator + Control Surface

Build a simplified digital twin of a drone/eVTOL and simulate real-time data — telemetry, pitch, yaw, battery — with remote control inputs.

13.Inter-Operator Conflict Escalation Workflow

Design a system that handles multi-party disagreements: e.g., 2 operators claim the same landing pad. Build dispute resolution workflows with timeouts, logs, and arbitration.

14.Urban 3D No-Fly & Risk Zone Generator

Given a city model + air corridor specs + weather feeds + real estate zones, build a dynamic 3D map showing safe vs. blocked vs. high-risk fly paths.

Tools: CesiumJS, Mapbox, or Unreal WebGL.
15.AI Alert Prioritization System

Design a system that receives hundreds of sensor-level inputs (weather, drone health, traffic) and ranks them by criticality using AI — so that only the most urgent ones reach the pilot/controller.

16.Decentralized Identity System for Drone Fleet Access

Create a DID (Decentralized Identity)-inspired login/access mechanism for pilots, drones, and command terminals. Enforce role-based policies with revocation, without a central server.

17.Mesh-Relay Communication Between EVTOLs (Simulated)

Design a system where multiple EVTOLs can share telemetry data with each other (peer-to-peer style), useful for flight safety when ATC is offline.

18.Emergency Evacuation Routing During Airspace Blackout

Build a routing logic layer that activates when GPS fails or network loss occurs — fallback instructions + nearest safe landing zones.

19.Drone Ground Handling Optimization Tool

Design a time-efficient schedule for charging, unloading, cooling, and preparing drones on the ground — similar to airport tarmac ops for UAVs.

20.UAM Regulatory Compliance Checker (India/US Model)

Build a rules engine that checks proposed flight paths or schedules against government rulesets (e.g. FAA, DGCA, DGIS) and flags violations.

21.AI Airspace Orchestrator

Build an AI system to schedule and route eVTOL flights dynamically based on weather, air traffic, and charging infrastructure availability.

Tech Focus:
  • Graph-based routing algorithms
  • Reinforcement learning / heuristics
  • Real-time environmental APIs
  • Conflict detection simulation.
Bonus: Use historical aviation or drone datasets to train smarter predictions.
22.Digital Twin for a Smart Vertiport

Design a digital twin prototype of a vertiport terminal — mapping infrastructure, drone pads, passenger flow, and battery swaps — in real-time 3D.

Tech Focus:
  • WebGL / Three.js / Babylon.js
  • Sensor simulation (telemetry
  • weather)
  • Frontend dashboards with dynamic updates
  • IoT simulation (if done offline).
Goal: Live simulation of real-time vertiport activity on screen.
23.UAM Payments and Identity Wallet

Design a blockchain-inspired or Web3-based identity/pass & payment system for passengers using eVTOLs.

Tech Focus:
  • Secure QR-based boarding pass system
  • Wallet-based payments for urban flights
  • Role-based access (passenger
  • pilot
  • controller)
  • Smart contracts (optional).
Bonus: Include data privacy and interoperability layers.
24.City-Scale Sky Lane Visualizer

Build a 3D interface to visualize designated air corridors for urban drone traffic in a metro city — with zoning, noise heatmaps, and congestion overlays.

Tech Focus:
  • Cesium.js / Mapbox GL / Leaflet + D3.js
  • Real-time air traffic sim
  • Color-coded zoning & safety buffers
  • Dynamic 'sky congestion' map.
Bonus: Propose a regulation policy or scorecard.
25.Smart Air Freight Dispatch System

Design a lightweight system to handle air cargo pickup, drone routing, delivery, and package tracking — including weight, energy usage, and time to destination.

Tech Focus:
  • Route optimization
  • Package manifest builder
  • SMS/email integration
  • Live tracking UI + ETA updates.
Bonus: Add sustainability scoring or drone type selection.
26.Aerial Emergency Response Network

Create a system for drone-based medevac or emergency supply drops — auto-deploy based on API triggers (earthquake, crash, etc.).

Tech Focus:
  • API integration (disaster alert APIs)
  • Autonomous drone dispatch simulation
  • Real-time location tracking
  • Medical payload simulation.
Bonus: Add real-time coordination with hospitals or emergency teams.