Pick your starting point
Short hands-on projects you can finish in a weekend, or a 4-week virtual internship for the full portfolio piece. Real datasets, AI mentor reviews, real GitHub repos.
Virtual Internships
4-week structured programs. Real GitHub repo, AI code review, certificate at the end.
Hands-on Projects
Short, focused notebooks. Write Python in your browser, get instant feedback, finish in a weekend.
Tempo Catalog Warmup
Count tracks, total runtime, genre mix, and top performer in a music catalog using pure Python loops
Tally Statement Categorizer
Categorise raw bank-transaction merchant names into buckets like food, transport, rent — then roll them up into a monthly summary
The Conversion Drop
Join three CSVs of users, signup events, and experiments in pandas to find the real cause of a 12% conversion drop
Level Up Your Skills
Stand out in your job search with in-demand skills. Master the latest tools in AI, real-time systems, and ML infrastructure that top companies are hiring for.
Perfect for final year projects — build something impressive enough to present to your college panel and add to your resume.
AI Customer Support Platform
Build a modern help desk with AI-powered chatbot, automatic ticket routing, sentiment detection, and smart escalation workflows.
Real-time Collaboration Suite
Create a Notion-like workspace with real-time multiplayer editing, WebSocket sync, rich text blocks, and AI writing assistant.
LLM Application Platform
Build production-ready LLM applications with RAG pipelines, vector search, prompt management, and evaluation frameworks.
ML Ops Pipeline
Build end-to-end ML infrastructure with data versioning, model training pipelines, API deployment, monitoring, and A/B testing.