Backend · Advanced · 2–3 weeks
Distributed Background Job Queue
A Redis-backed job system with multiple workers, retries, scheduled jobs, and a dead-letter queue, plus a small dashboard showing what's running and what failed.
- Go
- Redis
- PostgreSQL
- Docker Compose
- Prometheus
Features
- Enqueue API with priorities and delayed jobs
- Exponential-backoff retries and a dead-letter queue
- Horizontally scalable workers with graceful shutdown
- Idempotency keys that prevent duplicate processing
- Metrics endpoint for throughput, latency, and failure rate
Bonus: A chaos test script that kills workers mid-job and proves, with logs, that no job is ever lost.
Backend · Intermediate · 1–2 weeks
Webhook Relay & Replay Service
Receives webhooks from services like Stripe or GitHub, verifies their signatures, stores them, and forwards them reliably to your apps with retries and one-click replay.
- Node.js
- TypeScript
- Fastify
- PostgreSQL
- BullMQ
- OpenAPI
Features
- Per-source HMAC signature verification
- Durable storage with a searchable delivery log
- Retries with backoff and a per-endpoint circuit breaker
- Replay any stored event to any endpoint
- OpenAPI spec with generated API docs
Bonus: A small CLI that tunnels live events to localhost so developers can test webhooks on their own machine.
Backend · Advanced · 2 weeks
API Gateway with Rate Limiting
A reverse proxy that sits in front of your services and handles authentication, rate limiting, caching, and request logging so the services don't have to.
Features
- Config-driven routing to multiple upstream services
- Token-bucket rate limiting per API key, shared across instances through Redis
- JWT validation and API key management
- Response caching with TTLs and manual invalidation
- Structured access logs and latency metrics
Bonus: k6 load tests that publish p50, p95, and p99 latency with and without the gateway in front.
Full-stack · Advanced · 2–3 weeks
Real-time Collaborative Whiteboard
A multiplayer canvas where several people draw, add sticky notes, and see each other's cursors live, with edits that never conflict.
- React
- TypeScript
- Yjs (CRDT)
- WebSockets
- Node.js
- PostgreSQL
Features
- Shapes, freehand drawing, and sticky notes
- Live cursors and presence indicators
- Conflict-free merging of simultaneous edits using CRDTs
- Shareable boards with view-only and edit links
- Persistent boards with version history
Bonus: Offline editing that merges cleanly with everyone else's changes when you reconnect.
Full-stack · Advanced · 2–3 weeks
Live Coding Interview Room
Create a room, share a link, and code together in a shared editor. Code runs in sandboxed containers and both people see the output.
- Next.js
- Monaco Editor
- WebSockets
- Docker
- Redis
Features
- Shared editor with synced cursors and selections
- Run Python, JavaScript, or C++ in isolated containers with CPU, memory, and time limits
- Private notes panel only the interviewer can see
- Session playback of the whole interview
- Rooms that expire and clean up automatically
Bonus: Hidden test cases that grade the candidate's solution automatically and show a pass/fail report.
Full-stack · Intermediate · 2 weeks
Uptime Monitor & Public Status Page
Monitors websites and APIs every minute, detects outages, opens incidents, and publishes a clean public status page with uptime history.
- Next.js
- TypeScript
- PostgreSQL
- Node.js worker
- Email or Discord webhooks
Features
- HTTP, TCP, and keyword checks run on a schedule by a worker
- Incident detection that confirms with retries to avoid false alarms
- 90-day uptime bars and response-time charts
- Email and Discord alerts when something goes down
- Admin page for posting incident updates
Bonus: Checks from two regions that only open an incident when both agree the service is down.
Data & ML · Intermediate · 1–2 weeks
Resume ↔ Job Description Matcher
Upload a resume and a job posting. It scores how well they match, highlights missing skills, and suggests stronger bullet points.
- Python
- sentence-transformers
- spaCy
- FastAPI
- Streamlit
Features
- PDF parsing and section extraction (experience, skills, education)
- Skill extraction against a curated skills taxonomy
- Semantic similarity scoring with a readable explanation
- Gap report listing missing and weak skills
- A small labeled test set that measures accuracy
Bonus: Benchmark three embedding models on your test set and publish the results table in the README.
Data & ML · Intermediate · 1–2 weeks
Webcam Hand-Gesture Controller
Recognizes hand gestures from a webcam in real time and uses them to control slides, media playback, or smart lights.
- Python
- MediaPipe
- PyTorch or scikit-learn
- OpenCV
Features
- Hand landmark extraction from live video
- Data-collection tool for recording custom gestures
- Trained classifier with a confusion matrix and accuracy report
- Smoothing and debounce so actions don't misfire
- Config file that maps gestures to actions
Bonus: Export the model to ONNX and run it fully in the browser with a live demo page.
Data & ML · Advanced · 2–3 weeks
Predictive Maintenance for Jet Engines
Predicts the remaining useful life of jet engines from sensor time series using NASA's C-MAPSS dataset, served behind an API with a monitoring dashboard.
- Python
- pandas
- LightGBM or PyTorch
- MLflow
- FastAPI
- Docker
Features
- Exploratory analysis and time-series feature engineering
- A baseline model and an LSTM, compared with proper time-based validation
- Experiment tracking in MLflow
- Model served through FastAPI inside Docker
- Dashboard showing predictions per engine
Bonus: Data-drift detection that flags when incoming sensor data stops looking like the training data.
Data & ML · Intermediate · 2 weeks
Codebase Q&A Assistant
Index any Git repository and ask questions like "where is authentication handled?" Answers cite the exact files and lines they came from.
- Python
- tree-sitter
- sentence-transformers
- pgvector or Qdrant
- FastAPI
- An LLM API
Features
- Code-aware chunking by function and class using tree-sitter
- Hybrid keyword and vector search
- Answers with file and line citations
- Incremental re-indexing when new commits land
- An evaluation set of 30+ questions that measures retrieval accuracy
Bonus: A VS Code extension so you can ask questions without leaving the editor.
DevOps & Cloud · Advanced · 2–3 weeks
GitOps Kubernetes Home Lab
A fully automated Kubernetes cluster where pushing to Git builds, scans, and deploys your apps, with monitoring and alerts built in.
- Terraform
- k3s
- Argo CD
- Helm
- Prometheus
- Grafana
- GitHub Actions
Features
- Infrastructure as code for all VMs or cloud instances
- CI pipeline that builds, scans, and pushes container images
- Argo CD auto-sync from a Git repository
- Grafana dashboards and alert rules
- Secrets managed safely with Sealed Secrets
Bonus: Canary rollouts that roll back automatically when the error rate spikes.
DevOps & Cloud · Intermediate · 1–2 weeks
Distributed Tracing Playground
Three small microservices instrumented end to end, so you can follow a single request across every service with linked logs, metrics, and traces.
- OpenTelemetry
- Docker Compose
- Jaeger or Tempo
- Prometheus
- Grafana
- Loki
Features
- Three services in two languages, instrumented with OpenTelemetry
- Trace context carried through HTTP calls and a message queue
- Dashboards for rate, errors, and duration
- Logs linked to their trace IDs
- SLOs with burn-rate alerts
Bonus: A fault-injection switch that adds latency or errors so viewers can see exactly how problems show up.
DevOps & Cloud · Intermediate · 1–2 weeks
Serverless Media Pipeline on AWS
Upload an image or video and an event-driven pipeline resizes, transcodes, and tags it automatically. All infrastructure is defined in code.
- AWS S3, Lambda, SQS, DynamoDB
- AWS CDK or Terraform
- TypeScript or Python
- GitHub Actions
Features
- Direct uploads using presigned URLs
- S3 events feeding SQS and Lambda, with retries and a dead-letter queue
- Thumbnails and metadata stored in DynamoDB
- Least-privilege IAM roles for every function
- CI/CD that deploys separate dev and prod stages on merge
Bonus: A cost report in the README showing the real cost per 1,000 uploads.
Games · Advanced · 2–3 weeks
Multiplayer Arena with Real Netcode
A fast top-down browser arena game with an authoritative server, client-side prediction, and lag compensation, so it feels smooth even at 150 ms ping.
- TypeScript
- HTML Canvas or Phaser
- Node.js
- WebSockets
Features
- Authoritative server running at a fixed tick rate
- Client-side prediction with server reconciliation
- Entity interpolation for other players
- Lobby and simple matchmaking
- Built-in network simulator with latency and packet-loss sliders
Bonus: A replay system that records inputs and plays back any match deterministically.
Games · Intermediate · 2–3 weeks
Procedural Roguelike with ECS
A turn-based dungeon crawler with procedurally generated levels, built on an entity-component-system architecture.
- Rust + Bevy
- or C# + Godot
- WebAssembly build
Features
- Seeded dungeon generation using BSP or cellular automata
- Entity-component-system architecture for all game objects
- Field of view and A* pathfinding for enemies
- Items, inventory, and save/load
- A playable web build published on itch.io
Bonus: A daily seeded challenge where everyone plays the same dungeon.