A premium weekly live application lab for engineers ready to move from learning mode to application mode. Every week, we take one real AI / GenAI / Agentic AI job description and break it down live — what the role really wants, how to position your resume, how to explain your projects, how to answer the interview.

There's a gap between knowing GenAI, RAG, and Agentic AI — and being able to walk into an AI interview and explain your work like a senior engineer. The AI Career Lab is built to close that gap, every week, live.
The goal is simple: help you move from learning mode to application mode — resume, project explanation, and interview readiness. Every session is anchored in a real AI / GenAI / Agentic AI job description from the market, broken down live, with reference answer guides you can take into your own job hunt.
You learn what the role is really asking for, you see your own resume bullets through the eyes of a hiring engineer, and you watch the difference between a weak answer and a senior-engineer-style answer — in real time, every week.
A consistent weekly rhythm focused on the things that actually move the needle in AI hiring — positioning, articulation, and interview confidence.
Decode the JD — separate buzzwords from the real expectations a hiring engineer is looking for.
Match your experience to what the role wants, in language that lands with technical reviewers.
Frame your Agentic AI, RAG, LLM, and production AI work the way senior engineers describe their own.
Live examples of resume bullets that work versus the ones that don't, with rewrites and reasoning.
Real interview questions, broken down live — the question, the answer pattern, and what interviewers actually want to hear.
The exact difference between a junior answer and a senior one — compared side-by-side, in real time.
Everything below is included during an active monthly subscription — live sessions, recordings, and the reference guides that come out of every week.
Live with Nachiketh — JD breakdowns, resume reviews, and interview-style Q&A.
Catch up on the current month’s sessions and download every reference PDF.
One full month back-catalogue stays accessible — so you don’t lose momentum.
Structured breakdowns of real AI / GenAI / Agentic AI job descriptions from the market.
Real before/after resume bullets and project framings tied to specific AI roles.
Real interview questions with structured answer patterns — what to say, in what order.
Side-by-side comparisons of weak versus senior-engineer-style answers, with reasoning.
Reference answer guides curated for AI / GenAI / Agentic AI interview themes.
Selected members participate in live resume reviews and mock interview sessions.
Career Lab sessions are taught live by the founder of Manifold AI Learning — not by a rotating panel of coaches. You see the same senior engineer, every week.

Nachiketh is the founder of Manifold AI Learning and an AI engineer focused on production AI systems — Agentic AI, GenAI, RAG, MLOps, and enterprise-scale deployments. Over 100,000+ engineers have learned from his programs.
Every week inside the Career Lab, Nachiketh reads a real AI / GenAI / Agentic AI job description with you, shows you how a hiring engineer would read it, walks you through resume positioning, and lays out exactly how a senior engineer would answer the interview questions for that role — live, on the call.
This isn’t generic career coaching. You get senior AI-engineering pattern-matching, weekly.
A premium monthly subscription. Live every week. Cancel or renew whenever you choose.
Weekly live JD-to-Resume-to-Interview lab. Recordings, PDFs, and reference guides included during active subscription.
Reach the Manifold team on WhatsApp or email — we typically respond within 24 hours.
Clear, simple terms so you know exactly what you're joining.
AI Career Lab is a rolling monthly subscription program. Paid subscribers get full access to everything below while their subscription is active:
This is a rolling monthly access program, not lifetime access. If your subscription expires, is cancelled, or is not renewed, access to live sessions, recordings, PDFs, and portal materials is removed. You can resume any time by subscribing again.
Every week, one real AI / GenAI / Agentic AI job description — broken down live. Resume positioning, project explanation, interview answers. The premium lab that bridges learning and hiring.
Start Your Subscription →Premium monthly subscription: ₹1,299 + GST per month / $19 per month. Weekly live sessions with Nachiketh.