Program Roadmap
Week-by-week immersive sprints built for real-world application and professional excellence.
W1
System Prompts & Single Model Integrations
AI-Powered Text Classifier API & Prompt Setup
Integrate LLM API endpoints and design effective system prompt structures.
Key Skills Immersed:
LLM API integrationsSystem prompts structuringOutput configurationsAPI key management
W2
Semantic Vector Stores & RAG Implementations
Custom Context RAG Search Subsystem & Document Embedder
Build retrieval augmented architectures connecting LLMs to custom vector databases.
Key Skills Immersed:
RAG designVector store indexingData parsing schemasQuery methods
W3
Agent Tools Configuration
Autonomous Agent Tools Set & Local Action Handlers
Expose search utilities, file system access, and external APIs to autonomous agents.
Key Skills Immersed:
Tool binding techniquesAPI execution hooksSchema definitionsExecution boundaries
W4
Multi-Agent Frameworks (CrewAI / Langgraph)
Multi-Agent Cooperative Research & Copywriting Task Force
Orchestrate specialized AI agents to execute complex sequential operations.
Key Skills Immersed:
Multi-agent choreographyState sharing variablesTopic routingTask sequences
W5
Agentic Loop Diagnostics & Guardrails
Self-Correcting Guardrailed AI Agent Suite & Cost Auditor
Configure execution checks, limit runtime costs, and implement safety rules.
Key Skills Immersed:
Guardrails designToken tracking parametersSafety filters configLoop limit controls
W6
Production Agent Deployments
Scalable Autonomous AI Agent Portal & Live API Launch
Containerize multi-agent runtimes and publish dynamic user interactive pages.
Key Skills Immersed:
Agent deploymentsFastAPI frameworksDocker architecturesScale indicators
Frequently Asked Questions
Clear answers regarding structural scheduling, verified badges, and referrals.
Can students from colleges in Mumbai balance this program with university exams?
Absolutely. The immersion program is designed to be fully remote and asynchronous. Weekly mentor sessions and task submissions are flexible, ensuring that students from colleges in Mumbai can prioritize their semester schedules and college commitments without conflict.
What kinds of project experience will I gain in the AI Agents track?
You will collaborate on live industry projects, build real-world assets (using industry-standard tools and frameworks relevant to AI Agents), and deploy production-ready deliverables. Unlike basic tutorial assignments, you will construct end-to-end solutions, design professional frameworks, and validate outcomes under mentorship.
How do placement referrals and certifications work in Mumbai?
Upon meeting program milestone badges, you earn a Dual-Accredited Industry Experience Certificate. BizLume shares verified student credentials and portfolios with our partner networks and recruitment circles in Mumbai and other national technology hubs for direct placement referrals.