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Learning trackFor fresh grads

AI Bootcamp for Engineers. AI skills that turn projects into offers

For final-year engineers and fresh graduates: agents you write yourself, wired into real business data, published and rehearsed until you can demo them. Already working and want the business-domain depth on top? See The Rare Hybrid: Engineer.

AI Bootcamp for Engineers. AI skills that turn projects into offers

Included in Foundation

What to expect

You build it yourself, with people who do this for a living.

  • You build, you do not watch

    You build the agents yourself: sub-agents, skills, and an MCP server wired into ERP-shaped data, ending in a public repo you can hand an interviewer.

  • Weekly hands-on workshops

    Live every week, run by industry experts who do this work for a living. They build it in front of you, then take your questions, on your own work if you bring it.

  • Career workshops and expert guidance

    Sessions on getting hired, not just on the tooling, with direct guidance from practitioners who sit on the other side of the interview table. A dedicated support portal for everything between.

  • The AI Career Toolkit

    A resume built from plain English in minutes, then interview prep personalized to that resume and the exact job description. Voice practice, fit score, every tool on every plan.

    Explore the toolkit →
programs
35programs
lessons
1,440lessons
videos
241videos
interview questions
1,000interview questions

All of it on your plan. No per-program checkout, cancel whenever, and a 14-day refund on the yearly plan.

7 core programs, in the order listed. Then pick one from a set of 4 alternatives. The other 14 are optional: take them only if the job you are going for asks for them. You do not have to do everything.

Core7 programs

Everyone on this track does these, in the order listed.

Foundation

  1. Claude Code for Absolute Beginners
    Claude CodeFoundation

    Claude Code for Absolute Beginners

    A start-from-zero program for people who have never written a line of code. Follow Maya, a small shop owner, as she learns to get real work done with Claude Code, one honest mistake and small win at a time.

    Start program →
  2. AC 100: AI Career OS Foundations
    AI Career OSFoundation

    AC 100: AI Career OS Foundations

    A high level orientation program. What an AI Operating System is, why it is now necessary, why employers screen for it, and exactly how to learn, practice, and showcase it before your next interview.

    Start program →
  3. AC 201: The Harness Mindset and Environment Setup
    AI Career OSFoundation

    AC 201: The Harness Mindset and Environment Setup

    Workbook style program. Install your complete tooling environment from zero, write your first CLAUDE.md, and push your first repo. Every step verified with checkpoints and troubleshooting.

    Start program →

Build agents yourself

  1. Build AI Agents with Claude Code: 15 Hands-On Cases
    AI AgentsFoundation

    Build AI Agents with Claude Code: 15 Hands-On Cases

    Learn to design and build real AI agents from scratch in Claude Code. Fifteen true-to-life cases (Uber, Swiggy, Amazon, Airbnb, IndiGo, Razorpay, Duolingo, LinkedIn, Datadog, Practo, Walmart, Perplexity, HDFC, Ola), each one: a short story, a guided design interview where every decision is your call, then a step by step build in Claude Code with a companion starter repo. No coding background needed. Start with instruction files and subagents, grow into hooks, MCP tools, multi-agent systems, and real agent code with the Claude Agent SDK.

    Start program →

Get hired

  1. AC 205: Make It Visible: GitHub and LinkedIn
    AI Career OSFoundation

    AC 205: Make It Visible: GitHub and LinkedIn

    Workbook style program. Turn your three systems into a public portfolio: repo architecture for a recruiter audience, READMEs that sell your thinking, a 4 week LinkedIn build log, and search optimization so recruiters find you.

    Start program →
  2. AC 204: Run Your Job Search Like a Company
    AI Career OSFoundation

    AC 204: Run Your Job Search Like a Company

    Workbook style program. Treat your job search as an operating problem: build a 40 company pipeline, a company research skill, a resume tailoring workflow with truth guardrails, and an interview prep engine with logged practice rounds.

    Start program →
  3. AC 206: Win the Room: The Live Demo Interview
    AI Career OSFoundation

    AC 206: Win the Room: The Live Demo Interview

    Workbook style capstone program. Script and rehearse the 7 minute live demo, build your interview story bank, prepare for the hard skeptical questions, and pass a recorded mock panel.

    Start program →
Choose one4 alternatives

Alternatives, not a checklist. Pick the one that matches where you are heading.

Choose your target role

Pick 1 of 4
AI Agent Engineer:
Builds agents that act on their own: orchestration, tool use, and recovery when things fail.
AI Forward Deployed Engineer:
An engineer embedded with the customer, shipping working systems on the customer's own data.
AI Engineer:
Builds AI features into products: model calls, retrieval, and the plumbing that keeps them reliable.
AI Quality / Eval Engineer:
Proves whether AI systems actually work: test sets, evals, and the gates that stop a bad change shipping.
  • How to Become an AI Agent Engineer
    AI AgentsOne of theseFoundation

    How to Become an AI Agent Engineer

    A 4-week, production-obsessed program that turns a junior developer into an Agent Engineer. One continuous case study (Pelham Goods, a 140-staff e-commerce retailer drowning in refund requests), the raw agent loop taught from primitives before any framework, state graphs and resumability, human-in-the-loop gates, MCP and tool security, prompt-injection defense, cost and latency engineering, evals and production monitoring, and a rollback story for when a shipped change goes wrong. You build a working portfolio artifact every week, each with a real incident you survived, not just a demo that worked once.

    Start program →
  • How to Become an AI Forward Deployed Engineer
    AI Forward Deployed EngineerOne of theseFoundation

    How to Become an AI Forward Deployed Engineer

    What you need to know and how you'll become one. A 4-week, hands-on path from zero to a portfolio-ready AI Forward Deployed Engineer, built around one continuous client engagement and a repeatable method for reading any industry.

    Start program →
  • How to Become an AI Engineer
    AI EngineeringOne of theseFoundation

    How to Become an AI Engineer

    A 4-week, build-everything program that turns a junior developer into an AI Engineer. One continuous case study (Juniper Legal, 40,000 messy contracts), the full production-shaped stack (a hardened model client, a grounded RAG pipeline with hybrid search and citations, function calling and MCP, prompt-injection defenses, cost and latency engineering, tracing, and a regression eval suite gated in CI), and 4 deployed portfolio artifacts with real numbers you can show in an interview. You never train a model; you build reliable systems on top of foundation models.

    Start program →
  • How to Become an AI Quality / Eval Engineer
    AI EngineeringOne of theseFoundation

    How to Become an AI Quality / Eval Engineer

    A 4-week, hands-on program that turns a QA engineer, analyst, or junior dev into an AI Eval Engineer. One continuous case study (Trellis CRM), a hand-built golden dataset and failure taxonomy, the full scoring stack (rule-based checks, calibrated LLM-as-judge, human review), the statistics to know when a number means something, evals wired into CI as release gates and into production as drift monitors, and 4 portfolio artifacts with real numbers you can show in an interview.

    Start program →
Optional14 programs

Only if the job you are going for asks for it. Skipping all of it costs you nothing.

Start here

  • Am I Employable? The Readiness Sprint
    Career readinessOptionalFoundation

    Am I Employable? The Readiness Sprint

    Measure your job readiness against the employer rubric, walk through six readiness moves, and re-measure to see your score move. Built for fresh graduates in procurement, AP, and supply chain roles.

    Start program →

Foundation

Build agents yourself

  • AI Agent Building with Stories
    AI AgentsOptionalFoundation

    AI Agent Building with Stories

    A beginner-friendly narrative case study. Follow Maya, Sam, Dev, and Priya at Nexa Manufacturing as they build ContractWise, an AI agent for procurement contracts, from the first painful workshop to launch day. No code, no jargon, every stage told as a story with diagrams, mind teasers, and the mistakes that taught the team the most.

    Start program →

Wire them into real business data

Go deeper

  • Spend Analytics Cookbook Using Claude Code (Interactive)
    Source to Pay AI Cook BookOptionalFoundation

    Spend Analytics Cookbook Using Claude Code (Interactive)

    A practical recipe collection for procurement professionals who want real results fast. Learn to classify spend, detect leakage, benchmark against markets, and automate monthly reporting using Claude Code - one hands-on recipe at a time.

    Start program →
  • Advanced Spend Analytics Cookbook Using Claude Code (Interactive)
    Source to Pay AI Cook BookOptionalFoundation

    Advanced Spend Analytics Cookbook Using Claude Code (Interactive)

    Ten advanced recipes for analysts who already have spend data and now need it to hold up. Consolidate spend across multiple ERPs, dedupe and normalise supplier names, auto-classify PO lines into UNSPSC, and normalise multi-currency spend for global reporting. Then put it to work: find tail spend worth consolidating, detect maverick and off-contract buying, benchmark against commodity indices, and drill from a spend anomaly straight to its root cause.

    Start program →
  • Procurement Category Analysis Cookbook Using Claude Code (Interactive)
    Source to Pay AI Cook BookOptionalFoundation

    Procurement Category Analysis Cookbook Using Claude Code (Interactive)

    Ten hands-on recipes for category managers who want to stop guessing and start deciding. Build Kraljic matrices, should-cost models, savings pipelines, and QBR decks automatically using Claude Code - one powerful recipe at a time.

    Start program →
  • Advanced Procurement Category Analysis Cookbook Using Claude Code (Interactive)
    Source to Pay AI Cook BookOptionalFoundation

    Advanced Procurement Category Analysis Cookbook Using Claude Code (Interactive)

    Ten advanced recipes for category managers running a real category strategy, not a slide about one. Position every category on the Kraljic matrix, compute true total cost of ownership, and build should-cost models that hold up in a negotiation. Then run the operating rhythm: a savings pipeline finance believes, demand consolidation opportunities, a rationalised supplier base, automated commodity alerts, and a category council QBR that builds itself.

    Start program →

Get hired

  • AC 203: Scale to Your Team
    AI Career OSOptionalFoundation

    AC 203: Scale to Your Team

    Workbook style program. Convert your personal OS into a shared team harness, onboard teammates in 30 minutes, configure sub agents for divided work, and deliver one full group project on the system.

    Start program →
  • Ace the AI Agent Interview: 15 Cases with the A.G.E.N.T. Framework
    AI AgentsOptionalFoundation

    Ace the AI Agent Interview: 15 Cases with the A.G.E.N.T. Framework

    Interview preparation for AI agent design roles, built on fifteen true-to-life cases (Uber, Swiggy, Amazon, Airbnb, IndiGo, Razorpay, Duolingo, LinkedIn, Datadog, Practo, Walmart, Perplexity, HDFC, Ola). Learn the A.G.E.N.T. framework (Assess, Gather, Evaluate, Navigate, Test and Improve), spot the tempting wrong answer in every case, and practice quotable first-person answers with model responses, follow-up probes, weak versus strong comparisons, and the closing statement that lands the offer. Beginner friendly, no prior interview experience needed.

    Start program →

Career Toolkit

The AI Career Toolkit, included with this track

The programs build the proof. The toolkit turns it into applications: one profile, one job list, and every tool reading from both.

  • Resume

    Resume Next

    A resume builder that scores itself against the job you are applying for and rewrites the weak parts. Every strength is backed by a quote from your own resume. Exports are ATS-safe PDF and Word.

    See what's included
  • Search

    Job Search

    Live openings read straight from company career pages, ranked against your profile, with email alerts when new matches appear.

    See what's included
  • Track

    Job Tracker Next

    A pipeline for every application, with the AI work attached to the job itself: keyword extraction, a full company research pack, and the invisible requirements nobody wrote in the posting.

    See what's included
  • Prep

    Interview Prep Next

    A question bank generated for that role, high-risk questions first: the ones your own resume cannot currently answer. STAR stories, cases, quizzes and scoring.

    See what's included
  • Cram

    1 Day Prep

    Interview tomorrow? An hour-by-hour pack for tonight: match matrix, question cards, a company cheat sheet, a scored mock interview, and voice practice at no extra cost.

    See what's included
  • Prove

    Proof Deck

    A portfolio deck built from your projects, with a share link you can put on an application and a downloadable file.

    See what's included