2026 Batch Applications Open: AICTE/UGC Credit Recommended 3-4 Week Industrial Internships with Recognized Certificate IDs.•View 6 Domain Tracks →
Back to All 6 TracksOfficial Track ID: AIML-2026
🧠4-Week High-Demand TrackAICTE / UGC 4 Credits
AI & Machine Learning Engineering Industrial Internship
A rigorous, production-grade 4-week industrial internship simulating real work at top AI labs. You will build vector math pipelines, implement supervised models from scratch, fine-tune neural architectures with PyTorch, and deploy a production RAG system with FastAPI and Vector Databases.
4 Weeks (160 Hours)Verified Certificate IDUniversity NOC & Offer Letter
Industrial Internship Fee
₹499₹1999(Early Bird Rate)
Includes live in-browser compiler, daily GitHub tracking, VIP Discord, and college-recognized Certificate ID.Instant Verifiable Offer Letter
AICTE 4-Credit College NOC
7-Day 100% Money-Back Guarantee
Sequential Learning ArchitectureDay-by-Day Unlocking
Industrial Curriculum Schedule & Daily Tasks
Students progress day-by-day. Complete daily theory, solve compiler challenges, and submit your GitHub task proof to unlock subsequent days.
Day 1
High-Performance Python & Vector Math Foundations
Python Foundations & Vector MathEnter Day Workspace →6h
Day 2
Tensor Manipulations, Strides & Matrix Factorization
NumPy & Data ManipulationLocked6h
Day 3
Reverse-Mode Automatic Differentiation & Backprop
Neural Networks & AutogradLocked6h
Day 4
PyTorch Tensor Internals, DataLoader & CUDA Acceleration
PyTorch Deep LearningLocked6h
Day 5
Scaled Dot-Product Self-Attention & Multi-Head Projections
Transformers & Attention MechanismLocked6h
Day 6
Semantic Embeddings & Approximate Nearest Neighbors (HNSW)
Vector Databases & EmbeddingsLocked6h
Day 7
Retrieval-Augmented Generation (RAG) Architecture
RAG & Information RetrievalLocked6h
Day 8
Autonomous Agent Loops & Structured Tool Calling
Agentic AI & Tool CallingLocked6h
Day 9
Production Async FastAPI Microservice & Streaming
Model Serving & FastAPILocked6h
Day 10
Open Source Contribution: RitualDev-Lab/DevShelf
Open Source Industrial ContributionLocked6h
Open Source RequirementRitualDev-Lab/DevShelf
Contribute to Production Open-Source Software
Every enrolled engineer contributes to DevShelf on GitHub. Fork the repository, contribute an engineering guide or tool, and submit your Pull Request to be recognized on our Featured Contributors board.