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Learning track

The Rare Hybrid: Engineer

For working engineers and experienced B.Tech / BE / BS grads who can already build software and want the rarest profile in the market: an engineer who also understands how a business actually buys, moves, and pays. Fresh graduate without work experience yet? Start with AI Bootcamp for Engineers instead.

The Rare Hybrid: Engineer

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.

4 core programs, in the order listed. Then pick one from a set of 4 alternatives. The other 2 are optional: take them only if the job you are going for asks for them. You do not have to do everything.

Core4 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. 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 →

Learn the business side

  1. Foundation of Source to Pay (Interactive)
    AI for Source to PayFoundation

    Foundation of Source to Pay (Interactive)

    A practical, plain-language program for anyone stepping into procurement. Learn every stage of the S2P cycle, from identifying a business need to paying a supplier across different structured chapters.

    Start program →

Interview

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

    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 →
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 Engineer:
Builds AI features into products: model calls, retrieval, and the plumbing that keeps them reliable.
AI Agent Engineer:
Builds agents that act on their own: orchestration, tool use, and recovery when things fail.
AI Quality / Eval Engineer:
Proves whether AI systems actually work: test sets, evals, and the gates that stop a bad change shipping.
AI Forward Deployed Engineer:
An engineer embedded with the customer, shipping working systems on the customer's own data.
  • 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 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 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 →
  • 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 →
Optional2 programs

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

Foundation

  • 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 →

Learn the business side

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