Back to mind mapsCapstone Projects
Capstone Projects
Overview
AI and agentic engineering
1. Document question and answer with RAG
2. Multi agent research assistant
3. Code review agent
4. Structured data extractor
5. Semantic search over personal notes
6. Customer support bot with escalation
Data engineering
7. Streaming events pipeline
8. Medallion data lake
9. Batch ETL with orchestration
10. Analytics warehouse with dbt
MLOps and machine learning
11. End to end ML pipeline
12. Churn prediction service
13. Fine tuned small language model
14. LLM evaluation harness
Backend and system design
15. URL shortener at scale
16. Rate limiter service
17. Job queue and worker system
18. Real time chat
19. Notification service
20. Event driven order system
21. Distributed key value store
Frontend and full stack
22. This placement dashboard
23. Markdown notes app with sync
24. Analytics dashboard builder
25. Collaborative whiteboard
DevOps and platform
26. CI and CD platform demo
27. Observability stack
28. Infrastructure as code module library
Data science and analytics
29. A and B test analysis tool
30. Recommendation system
31. Time series forecasting service
32. Sales analytics end to end
How to choose
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