CLOUDWALK
NIMBUS
> Choose your level:
Goal
Build a chatbot that explains what CloudWalk is, its products (like InfinitePay), mission, and brand values.
Tasks
Input/Output
- Input: User questions via chat interface.
- Output: Natural language answers (optionally Markdown or links).
Requirements
- Retrieval-augmented generation (RAG) from public sources
- 3 sample conversations in README
Bonus Features
Hints
Goal
Given a snippet of text (from a book, paper, article, or transcript), find the original video where it was spoken.
Tasks
Input/Output
- Input: Text snippet (plain text).
- Output: { video_id": "yt123", "timestamp_start": "00:14:05", "timestamp_end": "00:14:38" }
Requirements
Bonus Features
Hints
- Use YouTube transcripts, embeddings + search APIs (Serper, Tavily, etc)
Submission
- Choose the challenge that interests you the most and, once completed, send the full project to nimbus@cloudwalk.io.
- Did you find these challenges boring? Send us your new challenge proposal to the same email.
Goal
Build a fully autonomous company that generates and promotes a new game daily.
Tasks
- Game Generator Agent: Publishes a new JavaScript game every day at one website
- Marketing Agent: Posts daily ads (Twitter, LinkedIn, Reddit)
- Billing Agent: Charges $1 for access
Requirements
- Agents orchestrated with CrewAI, AutoGen, LangChain, etc
- Persistent logs or DB of actions
- Unit test simulating 3 days of operation
Bonus Features
- A/B testing of ad performance
- Global leaderboard
- Infrastructure as code (Terraform/Pulumi)
Hints
Goal
Autonomous newsletter company with curation, billing, and marketing agents.
Tasks
- Curation Agent: Picks trending topics and writes newsletters with LLM
- Billing Agent: Charges $1/month
- Marketing Agent: Promotes daily via posts or emails
Requirements
Bonus Features
- User segmentation
- Topic voting via embedded forms
Hints
Goal
Autonomous music generation company with AI music creation, billing, and marketing.
Tasks
- Music Agent: Generates AI music daily (using Suno, Diff-Singer, Riffusion)
- Billing Agent: Handles monthly payment ($1)
- Marketing Agent: Posts to social media with samples
Requirements
Bonus Features
- Spotify-like auto playlist builder
- Mood-based music generation
Hints
Goal
Autonomous ebook generation company with LLM writing, design, and distribution.
Tasks
- Ebook Agent: Uses LLM + DALL·E to write and design ebooks
- Billing Agent: Monetizes downloads (R$1/month)
- Marketing Agent: Generates ads and previews
Requirements
Bonus Features
- Topic selection via poll
- Auto-distribution via Telegram bot
Hints
Submission
- Choose the challenge that interests you the most and, once completed, send the full project to nimbus@cloudwalk.io.
- Did you find these challenges boring? Send us your new challenge proposal to the same email.
Goal
Build a team of agents that autonomously participate in Kaggle competitions and aim for top 20%.
Tasks
- Collect data
- Train models
- Submit solutions via API
- Monitor leaderboard
Requirements
Bonus Features
Hints
Goal
Estimate the number of swimming pools in São Paulo using ML + satellite images.
Tasks
- Sample rooftops from Google Maps or INPE
- Train a detector (>0.65 mAP) for pools
- Use statistics to extrapolate total count
Requirements
Bonus Features
- Folium map with pool density
- District-wise comparison
Hints
Goal
Use AI to decode the Voynich Manuscript, one of the most mysterious books in the world, written in an unknown script and language.
Tasks
- Build a pipeline that ingests transcribed Voynich text (EVA or Takahashi transcription)
- Use LLMs, embeddings, or custom models to find patterns, possible meanings, or linguistic structures
- Try to match parts of the text with known languages, glyph frequencies, or hypothesized semantics
Requirements
- Use AI reasoning to explore unknown language or construct hypotheses
- Provide clear logs of your process
- Explain why you believe your approach may uncover meaning
Bonus Features
- Visual overlay of decoded terms on manuscript images
- Model fine-tuned on similar ciphered texts
- Timeline of symbol usage evolution across manuscript pages
Hints
Submission
- Choose the challenge that interests you the most and, once completed, send the full project to nimbus@cloudwalk.io.
- Did you find these challenges boring? Send us your new challenge proposal to the same email.