ABTalks
For students & recent grads · ~2–4 hrs/day

AI Cohort

Build and deploy a production-grade enterprise AI chatbot in 31 days RAG, agents, MCP, guardrails, Docker, Kubernetes and get in front of recruiters.

Apply now

Requirements

  • Laptop with at least 8 GB RAM
  • ~2–4 hours per day for 31 days
  • A GitHub account
  • Ollama / Groq / Chroma - no paid API keys needed

Prerequisites

  • Python Programming Fundamentals
  • SQL & Database Fundamentals
  • Git, GitHub & Command Line Basics
  • REST APIs & Backend Development Basics
  • JavaScript & React Fundamentals
8Phases31Days

Course Roadmap

  1. Phase 1Days 1–3

    Env & Tooling

    Local AI stack, Git, Ollama

  2. Phase 2Days 4–6

    Data

    Coverage data & structured queries

  3. Phase 3Days 7–10

    Embeddings & Vector

    Knowledge base + retrieval

  4. Phase 4Days 11–15

    LLM & Prompting

    Prompting, fine-tune basics

  5. Phase 5Days 16–20

    App Build

    Streamlit chatbot + FastAPI

  6. Phase 6Days 21–24

    Agentic + MCP

    Tools, agents, MCP servers

  7. Phase 7Days 25–27

    Governance & Eval

    Guardrails, evals, safety

  8. Phase 8Days 28–31

    Docker / K8s / Prod

    Ship to production

How it works

  1. 1

    Apply

    Confirm your laptop and GitHub setup.

  2. 2

    31 days of missions

    Build locally; we verify your GitHub artifacts.

  3. 3

    AI interview

    A real-time voice interview to close it out.

  4. 4

    Recruiter visibility

    Ranked profile + your build portfolio.

Ready to build?

Free for participants. Use your cohort join code to apply when enrollment is open.

Apply now