Building AI systems thatmove growth metrics

Product Manager at LEAPSCHOLAR

Goal for Shipping 2026

  • 1. Omnichannel AI system
  • 2. Vibe-coded AI growth tools
  • 3. Stay consistent at the gym
  • 4. Read 12 books
  • 5. Learn keyboard

I built Parsely — a Chrome extension that lets you chat with any webpage using Claude, no API key needed.

View on GitHub
Ankit Sherke

systems thinker

/ˈsɪs.təmz ˈθɪŋ.kər/


(1)Breaks complex problems down into loops, constraints, and leverage.

(2)Integrates AI by combining an algorithmic foundation with clear and focused human execution.

Selected work.

2025 — Conversational AI — MVP

Omnichannel AI for lead conversion

Designing and piloting a WhatsApp + Voice/IVR system that automates first-touch lead qualification — replacing manual calling teams while maintaining conversion quality.

WhatsApp + VoiceIntent mappingAI → Human handoff
1.Lead enters via Marketing
2.AI qualifies intent & budget
3.Score & route to counsellor
4.Voice follow-up (AI or human)

2024 — Growth Loops — AI Creative

AI creative engine for growth

Built a full-stack AI pipeline — from insight mining to script generation to final edits — that scaled creative output 5x and enabled dramatically more experiments.

5x creative output30% CAC reduction70% faster

5x

Creative output

30%

CAC reduction

20+

Experiments/month

70%

Faster production

2024 — App Marketing — Attribution

Paid app channel from zero

Launched paid app marketing as a net-new acquisition channel. Owned end-to-end: strategy, UX, SKAN 4.0 attribution, and performance loops.

25% lower SQL costSKAN 4.0Full-funnel attribution
Impressions
Clicks
Installs
Leads
SQLs

Hi, I'm a Product Manager who thinks in systems, builds with AI, and ships things that compound. I focus on integrating AI into workflows that matter — growth funnels, creative pipelines, and customer touchpoints. I'm driven by leverage, clarity, and the belief that the best products replace complexity with simplicity.

Work
IC25
Desk
Ideation

What others said.

Ankit doesn't just ship features — he builds systems that keep paying dividends. His ability to connect AI capabilities to business outcomes is rare in a PM.

Senior Leader

LeapScholar — Cultural Game Changer Award

What sets Ankit apart is how he thinks before he builds. He maps out the loops, finds the leverage points, and then executes with precision. A true systems thinker.

Engineering Colleague

LeapScholar

Working with Ankit on design projects felt effortless. He understands both the craft and the strategy, and bridges them better than anyone I've worked with.

Client

Ankit Sherke Design

He ran growth experiments at a pace I hadn't seen before — clear hypothesis, tight execution, honest post-mortems. The kind of PM you want running your acquisition.

Growth Colleague

LeapScholar