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Description
This is generated from ChatGPT as an idea:
Here are 10 hackathon project ideas that make creative use of Temporal, leveraging its strengths in orchestrating long-running, reliable workflows:
1. AI-Powered Document Processing Pipeline
- Use Temporal to orchestrate a workflow that ingests documents (PDFs, images, emails), runs OCR, applies NLP for classification, and stores structured data into a database.
- Retries and compensation logic ensure failed steps (e.g., OCR timeout) are automatically retried.
2. Video-to-Transcript-to-Summary Service
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Workflow for processing uploaded videos:
- Chunking video into audio segments.
- Running speech-to-text.
- Summarizing with LLMs.
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Temporal handles retries, scaling, and chaining multiple asynchronous tasks.
3. Serverless Multiplayer Game Backend
- Orchestrate stateful workflows for game sessions (e.g., poker, trivia, collaborative puzzles).
- Temporal ensures session state persists, even if workers crash or scale dynamically.
4. IoT Smart Home Automation Hub
- Temporal workflows coordinate IoT events (door unlock, lights on, thermostat adjust).
- Supports scheduled routines (e.g., "Turn off all devices at midnight") and handles device outages gracefully.
5. “Resilient Travel Booking Assistant”
- Orchestrates multiple APIs: flight booking, hotel reservation, car rental.
- If one step fails, Temporal executes compensating transactions (e.g., cancel flight if hotel booking fails).
6. Data Science Model Training Pipeline
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Workflow:
- Ingest training data.
- Preprocess and clean data.
- Train model on distributed cluster.
- Validate and deploy if metrics are met.
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Temporal ensures failed jobs are retried and allows human-in-the-loop approvals.
7. Real-Time Fraud Detection System
- Ingests financial transactions.
- Workflow fans out to multiple fraud detection models, aggregates results, and flags suspicious activity.
- Temporal guarantees results, even if some ML services are slow or flaky.
8. Patient Care Workflow Manager (Healthcare)
- Orchestrates patient check-in → diagnostic tests → doctor assignment → billing.
- Long-running workflows ensure no step is lost if systems go down.
9. E-commerce Order Lifecycle
- Handles order creation → payment processing → inventory update → shipment tracking.
- Compensation logic reverses payment if inventory is unavailable.
10. “ChatOps Workflow Orchestrator”
- Integrates with Slack/Discord.
- Users can trigger Temporal workflows via chat commands (e.g.,
/deploy staging,/restart-service). - Temporal ensures reliable automation of CI/CD or infrastructure actions.
⚡ Bonus Twist for Hackathon:
Encourage teams to combine Temporal with AI/LLMs, serverless, or IoT for maximum creativity. For instance:
- A Temporal workflow that lets an LLM decide what step to run next.
- Or a personal “AI butler” that reliably coordinates across APIs for the user.
Would you like me to also group these ideas into difficulty levels (beginner → advanced) so teams can pick based on experience?
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