AM to PM | Land Your Dream Product Role in Big Tech
Representing a University or Post-Doc Association? Explore Institutional Licenses & Career Services β†’
Big Tech PM Accelerator

Your Background
Is Not the Barrier.
The Translation Is.

Turning
Deep-Tech Researcher β†’ AI PM
Academic Post-Doc β†’ FAANG Lead
Siloed Analyst β†’ Product Architect
Master's Student β†’ Top-Tier PM
Software Engineer β†’ Core PM

We translate raw analytical competence, technical depth, and research backgrounds into high-signal PM profiles β€” built not just to win competitive Big Tech interview loops, but also teach you the craft to be an amazing PM while building AI and Agentic products across the spectrum.

🎯
95%
Clients reach final-round FAANG+ loops
Offer Rate
⚑
9 Weeks
Average timeline to signed offer, protecting against down-level loops
Timeline
πŸ†
2000+
Highly qualified Professionals and Researchers
Loved By
System methodology proven at
The Proof

Real Academic & Tech Pivots

β˜…β˜…β˜…β˜…β˜…

"I had the data skills but my resume read like a pure researcher. We built a verifiable technical portfolio that completely changed how hiring managers saw me."

A

Alex M.

Data Analyst to Technical PM

β˜…β˜…β˜…β˜…β˜…

"The mock simulations broke me out of my academic bias. I learned how to drive the narrative in the boardroom. The negotiation script alone paid for the entire program."

S

Dr. Sarah T.

Post-Doc to Sr. AI Product Manager

β˜…β˜…β˜…β˜…β˜…

"Harsh acts as your dedicated career architect. Having an active Big Tech Sr. PM auditing my technical PRDs gave me an unfair advantage in the final rounds."

J

James L.

Project Manager to L6 Big Tech

Diagnostic Matrix

Know Your Readiness Score

Take the 20-question Industry Readiness Scorecard. Understand your narrative, technical, and networking gaps before you choose a transition path.

Take the Quiz (Free)
Execution Pathways

Select Your Transition Strategy

Select your background scenario to highlight exactly which architectural path solves your current career constraints.

Bespoke Partnership

The PM Executive Concierge

Target Match: Ph.D. Professionals, Post-Docs, and Industry Leads requiring absolute 1:1 roadmap management.

Full-spectrum, end-to-end individual placement architecture. Direct 1:1 narrative alignment, complete custom artifact creation, and continuous closing strategy managed directly beside Harsh.

  • Unlimited core tech resume translation refactoring loops
  • Unlimited 1:1 mock loop defense drills & boardroom prep
  • Direct, asynchronous personal line access to Harsh
  • Recruiter outreach script sequences & executive positioning
  • The "Black-Box" high-leverage compensation optimization lead
Guided Cohort Ecosystem

The Industry Readiness Track

Target Match: MS Students and Professionals aligning with active summer/fall hiring runways.

The core group masterclass designed to turn raw engineering, master's training, or analytical disciplines into verified Big Tech PM assets. Combines deep structural craft content with community alignment.

  • 24+ hours of live operational strategy masterclass modules
  • End-to-end user research validation & modern metrics design
  • Generative AI, large language models, and agentic product toolkits
  • LinkedIn conversion optimization & structural referral methods
  • Rigorous loop interview strategy frameworks for upcoming cycle paths
Targeted Sprints

1:1 Elite Strategy Sprint

Target Match: Any candidate wanting a dedicated, high-impact multi-session coaching series.

A structured group of 6 dedicated coaching sessions (1 hour each) built to focus on whatever bottlenecks you want to attackβ€”whether that means deep portfolio generation, custom resume refactoring, or alignment mapping.

  • 6 flexible 1:1 hours completely customized to your personal agenda
  • Deep architectural focus on individual profile and narrative weak zones
  • Perfect for unblocking complex background transition issues
Tactical Loops

Standalone Loop Defense

Target Match: Candidates with active or immediate MANGOS interview deadlines pending.

An urgent, fast-turnaround single-session drill engineered to give you a rapid understanding of your structural weak points before live corporate evaluation metrics track you.

  • 60-minute high-pressure realistic interview simulation test
  • Deep diagnostic breakdown mapping immediate performance gaps
  • Zero long-term commitmentβ€”engineered purely to patch surprise tracking
Self-Directed Systems

The PhD-to-Industry Blueprint

Target Match: Autonomous researchers seeking the exact narrative translation keys to self-manage loop success.

Gain instant access to the standalone digital toolkit containing your high-signal corporate translation matrices and 1-page asset refactoring formulas.

  • 1-page modern Big Tech resume transformation engineering blueprints
  • Comprehensive algorithmic & behavioral question data-banks
  • Technical artifact models and project mapping templates
  • Strategic cold/warm outreach network alignment sequences
  • Scientist-specific professional profile transformation frameworks
  • Periodic open queue group office hours checkpoint entry with Harsh
Profile Audit Desk

Book a 15-Minute Narrative Evaluation

Let's dissect your background parameters. Map your operational capabilities structure, identify pipeline translation leaks, and verify which track matches your timeline.

Methodology

The Engineering Approach to Interviews

01

Diagnostic Matrix

Map your background against the Big Tech PM competency model. Identify your signal gaps.

02

Translation Layer

Convert research output, lab metrics, and analytical work into commercial product narratives.

03

Loop Defense

Pressure-test your product sense, system design, and storytelling across realistic mock loops.

04

Leveraged Closing

Enter loops as a validated candidate, utilizing custom scripts to optimize offer leverage.

Continuous Upskilling

Bi-Weekly Product Management Interactive Labs

Go beyond static frameworks. Join active Big Tech product architects every two weeks for deep-dive technical alignment teardowns, product sense war-rooms, and real-time review of live agentic AI vectors.

Get unblocked on core craft competencies, understand current tracking variables inside FAANG networks, and see the practical translation system implemented live.

Reserve Your Seat for the Next Live Execution Briefing

Streams go live alternative Thursdays. Access is open for professional tech transitions and graduate association networks.

Register for the Live Series Queue
Bi-Weekly Podcast

The Pivot Point

Welcome to The Pivot Point, the bi-weekly podcast hosted by Dr. Harsh Aggarwal digging deep into complex career, industry, and educational transformations.

Launching in August 2026

Harsh Wardhan Aggarwal

Founder & Executive Coach

AI Ph.D. in Back Propagation, Lens Modeling
Senior AI PM, Amazon
Former PM Lead, Google
Discipline Scientist, PM @ NASA
Tech Leadership, SLB
Purdue 38 under 38 awardee
Connect on LinkedIn
Meet Your Architect

Built This Because I Lived It.

I navigated the exact transition you're facing β€” from advanced academia into global tech product leadership. I know firsthand where analytical backgrounds get misread, where research depth gets discounted by recruiters, and exactly what it takes to reframe it all into a compelling Big Tech narrative.

The gap isn't your capability β€” it's that your experience hasn't been translated into the operational metrics Big Tech hiring managers require. That's the exact problem we solve.
AM to PM Open Library

Foundational Toolkits & Strategic Blueprints

Acquire immediate baseline translation infrastructure assets if you are self-navigating early placement phases.

Resume Translation

The Post-Doc Resume Translator

15 exact "Before & After" bullet point transformations. See exactly how to turn "Developed statistical model" into "Built predictive ML model increasing throughput 40%".

Download PDF Guide
Interview Prep

The "Big Tech" Question Bank for PhDs

25 behavioral questions categorized by Leadership Principles, including a breakdown of exactly why they ask them and how to frame your research as the answer.

Download Question Bank
Offer Closing

The Negotiation Script for Researchers

Stop leaving money on the table because of academic imposter syndrome. Get word-for-word scripts for the "Initial Call Anchor" and the "No Industry Experience" rebuttal.

Download Word-for-Word Scripts
Execution Plan

The Lab-to-Lead 90-Day Checklist

A strict, week-by-week operational plan to execute your industry pivot while still finishing your lab duties and thesis commitments.

Download 90-Day Plan