Road to 40LPA
Mastering AI systems, LLMs, RAG, and modern data engineering to reach the next level of impact
Roadmap
Advanced Python – Production Level
Master Python at production level for building scalable AI backends.
Data Modeling & Warehousing
Build strong understanding of warehouse architecture for AI-ready data systems.
BigQuery – Advanced SQL
Deep dive into scalable analytics and performance-focused SQL.
System Design Fundamentals
Learn how large-scale systems are designed and optimized.
ETL / ELT Pipelines
Design reliable data pipelines that feed AI systems.
LLM Architecture & Internals
Understand how LLMs work internally to design reliable AI systems.
Embeddings & Vector Databases
Learn semantic search and retrieval system foundations.
RAG Systems – Advanced
Build production-grade Retrieval-Augmented Generation systems.
FastAPI – Production Backend
Develop scalable AI backend APIs.
Docker & Deployment
Deploy AI systems reliably in production environments.
Modern Data Stack
Build orchestration pipelines that integrate with AI workflows.
AI + SQL Integration
Connect LLM systems with structured enterprise data.
AI Agents & Tool Usage
Design intelligent AI agents that can execute real-world tasks.
Cloud Architecture (GCP Focus)
Build scalable AI infrastructure in the cloud.
AI Observability & Monitoring
Make AI systems reliable, observable, and measurable.
Performance Optimization
Optimize AI systems for speed and cost efficiency.
Enterprise AI Architecture
Design senior-level AI infrastructure suitable for enterprise use.