12-Week AI Upskill RoadMap

₹49,999

Don't build a portfolio project. Ship a real product. Ship a real product. Earn a verifiable credential. Live cohort bootcamp · Founder-taught · 15–18 hrs/week (Sat & Sun) · Cohort 1 starts 1 August 2026 · ₹49,999 early bird Build-alongside on live IntelliForge repos for top performers (capacity-limited). Verifiable credential at certs.intelliforge.tech — your name, cohort, shipped-product URL, and mentor score. Every session ends with one shipped artefact — not notes. By Week 12 you will have 12 real deliverables: code, live APIs, agents, deployed apps, and a personal brand. 12 sessions · 6 phases · 5 hiring-signal shipped systems · 36 curated free resource links. Phase 1 — AI Foundations: LLM fundamentals, SDKs, structured outputs, evals. Phase 2 — RAG & Data: embeddings, vector stores, production RAG pipelines. Phase 3 — Agents & Automation: ReAct, LangGraph, BullMQ async workflows. Phase 4 — Full-Stack AI: Next.js 14, Clerk, Prisma, Razorpay monetisation. Phase 5 — Production & DevOps: deployment, observability, security, cost governance. Phase 6 — Capstone & Career: ship an AI SaaS product, build your personal GTM.

IntelliForge AI Bootcamp · Cohort 1

Ship a real product. Earn a verifiable credential.

Build-alongside on live repos
Verifiable credential (certs.intelliforge.tech)
Live Sat & Sun sessions
15-day money-back guarantee

Full programme → upskill.intelliforge.tech Try free demo

Instructor: Girish Hiremath

82 lessons

₹49,999

Course content

Programme Overview

3 recordings

•Curriculum At a Glance(10m)
•The Six Phases(8m)
•Five Shipped Systems (P1–P5)(12m)
•IntelliForge Product Ecosystem(6m)
•Build-Alongside & Verifiable Credential(8m)
•Open-Source Contribution Strategy(8m)
•Upskill Cohort 1 Warm UpRecording available(127m)
•Upskill Warm Up 02 - Build Your Digital ProfileRecording available(124m)
•Google Drive LinkRecording available(0m)

W01 — AI & LLM Foundations

5 recordings

•Core Topics: How LLMs Actually Work(25m)
•Session Deliverable: CLI Chatbot with 3 Prompt Patterns(60m)
•Pre-Read Resources (Complete Before Session)(90m)
•Post-Read Resources (Deepen After Session)(45m)
•AI/ML FundamentalsRecording available(110m)
•AI/ML Fundamentals - ContinuedRecording available(112m)
•Prompting Techniques - 01Recording available(60m)
•Prompting Techniques - 02Recording available(60m)
•Claude and Multi Turn AI ChatBotRecording available(124m)

W02 — AI Engineering Toolkit

6 recordings

•Core Topics: SDKs, Structured Outputs & Evals(25m)
•Session Deliverable: Structured Output + Eval Harness(90m)
•Pre-Read Resources (Complete Before Session)(60m)
•Post-Read Resources (Deepen After Session)(45m)
•Claude and Multi Turn AI ChatBotRecording available(124m)
•Week 2 - AI SDK vs AI FrameworkRecording available(123m)
•Structured Output - AI ToolsRecording available(115m)
•AI Eval and BenchMarkingRecording available(105m)
• AI Eval and AI Testing Harness Recording available(128m)
• Deploy your ChatBot on Vercel Server Recording available(139m)

W03 — Vector Databases & Embeddings

5 recordings

•Core Topics: Semantic Search Infrastructure(25m)
•Session Deliverable: pgvector Data Pipeline(120m)
•Pre-Read Resources (Complete Before Session)(60m)
•Post-Read Resources (Deepen After Session)(45m)
•Spec Driven DevelopmentRecording available(121m)
• Vector Databases SetupRecording available(124m)
•Embedding and Vector Database - 6th September Recording available(145m)
• Embedding and Vector Databases run in local Recording available(193m)
• Deploying Full Stack RAG Application - Vercel and GitHub Actions Recording available(210m)

W04 — RAG Systems Architecture

2 recordings

•Core Topics: Production RAG Pipelines(30m)
•Session Deliverable: Portfolio P3 — Research-to-Deck Generator(180m)
•Pre-Read Resources (Complete Before Session)(60m)
•Post-Read Resources (Deepen After Session)(45m)
•RAG Architecture 01Recording available(192m)
•RAG Architecture 02Recording available(193m)

W05 — AI Agent Design Patterns

•Core Topics: From LLM Calls to Autonomous Agents(30m)
•Session Deliverable: Portfolio P1 — Compliance Sentinel Agent(240m)
•Pre-Read Resources (Complete Before Session)(60m)
•Post-Read Resources (Deepen After Session)(45m)

W06 — Task Queues & Async AI Workflows

•Core Topics: Production Background Processing(30m)
•Session Deliverable: Portfolio P2 — Autonomous Code Reviewer(240m)
•Pre-Read Resources (Complete Before Session)(45m)
•Post-Read Resources (Deepen After Session)(45m)

W07 — Next.js 14 + AI Integration

•Core Topics: AI-Native Web Apps(30m)
•Session Deliverable: Portfolio P4 — Recruiting Swarm(240m)
•Pre-Read Resources (Complete Before Session)(45m)
•Post-Read Resources (Deepen After Session)(45m)

W08 — Prisma, Supabase & Payments

•Core Topics: Data Layer & Monetisation(30m)
•Session Deliverable: Monetised App with Free/Pro Tiers(180m)
•Pre-Read Resources (Complete Before Session)(45m)
•Post-Read Resources (Deepen After Session)(45m)

W09 — Production Deployment & Observability

•Core Topics: Ship AI Apps That Don't Break at 2 AM(30m)
•Session Deliverable: Runbook + Monitoring(120m)
•Pre-Read Resources (Complete Before Session)(45m)
•Post-Read Resources (Deepen After Session)(45m)

W10 — Security, Cost & Responsible AI

•Core Topics: AI Security & Governance(30m)
•Session Deliverable: Portfolio P5 — Cost-Aware Agent Router(240m)
•Pre-Read Resources (Complete Before Session)(45m)
•Post-Read Resources (Deepen After Session)(45m)

W11 — Capstone — Build & Ship

•Core Topics: End-to-End AI SaaS Build Sprint(30m)
•Session Deliverable: Shipped AI SaaS Product(480m)
•Pre-Read Resources (Complete Before Session)(45m)
•Post-Read Resources (Deepen After Session)(30m)

W12 — Career Strategy & Personal GTM

•Core Topics: Position as an AI Engineer(30m)
•Session Deliverable: Personal Brand(120m)
•Pre-Read Resources (Complete Before Session)(45m)
•Post-Read Resources (Deepen After Session)(30m)

Portfolio Projects Deep Dive

•P1 — Compliance Sentinel Agent(20m)
•P2 — Autonomous Code Reviewer(20m)
•P3 — Research-to-Deck Generator(20m)
•P4 — Recruiting Swarm(20m)
•P5 — Cost-Aware Agent Router(20m)

Open-Source Contribution Guide

•12 Curated OSS Projects by Phase(20m)
•Your 12-Week Contribution Roadmap(15m)

12-Week AI Upskill RoadMap | IntelliForge Learning