Achal Tiwari
Associate Product Manager · builds 0→1 · Infinity Learn
Open to Senior / AI-PM roles · UK + India · get in touch
I’m a product manager who ships. I take ideas 0→1 and run several live AI products at once across domains, from a profitable notes platform with 10,000+ users to a text-first study companion, and I build them fast by directing AI rather than writing the code myself. I treat assumptions as testable, document failures alongside wins, and care most about the decision behind the metric.
Experience
Associate Product Manager · Infinity Learn (Team Black / I3W)
Oct 2025 - Present · Noida, India- • Run several 0→1 AI products at once across web and mobile, owning each from discovery and PRD through launch, analytics and monetisation. Detail in Selected Work below.
Associate Product Manager · GeeksforGeeks
Oct 2024 - Jul 2025 · Noida, India- • Owned the end-to-end lifecycle of an AI-powered SEO suggestion tool inside the internal CMS: 37% more content published per day, and editorial cycles 44% faster.
- • Tied product goals to business outcomes, contributing to a 33% revenue uplift (₹9L to ₹12L per day) and a 35% rise in peak real-time engagement.
- • Led B2B work with 30+ universities to ship personalised assessment platforms, defining the personas and workflows that grew institutional engagement 30%.
- • Ran A/B tests and post-launch analysis in Google Analytics, lifting daily active contributors and satisfaction scores 25%.
Member of Technical Staff · GeeksforGeeks
Mar 2023 - Sep 2024 · Noida, India- • Improved UI/UX with JavaScript, HTML/CSS and Django, cutting bounce rate 12% and lifting engagement 18%.
- • Drove SEO with Semrush and Ubersuggest, growing organic traffic 20% and click-through rate 15%.
- • Optimised load time and responsiveness, improving Core Web Vitals and search rankings.
Selected Work
InfiNotes, AI study-notes platform
Live · owner- • Grew to 10,000+ registered users on zero paid marketing; profitable within five weeks of launch.
- • 12.9% free-to-paid conversion (of students who claimed a free sample), 1,015+ paid orders.
- • Ran the whole product on ~20% team bandwidth while shipping a second product in parallel.
- • Owned pricing (₹99 to ₹249 micro-SKUs), WhatsApp-OTP funnel, SEO, and the analytics taxonomy.
Project X, AI study companion
In market prep · owner- • Defined a text-first, Hinglish, peer-toned companion for Class 6 to 12 students (NEET/JEE/boards).
- • Made the hard calls: reversed a voice-first bet to text-first, and designed a token economy priced off real per-model cost (cost / quality / latency tradeoffs).
- • Age-tiered safety guardrails; distress support never gated. Beta NPS 8.6 to 8.8.
- • Led a 5-person squad on a readiness-driven launch instead of a fake deadline.
NEET Counselling and more 0→1 builds
Live · owner- • NEET Counselling: a full lead-to-payment funnel that helps NEET students find their real college options after results.
- • Shipped several more production products by directing AI: German AI (a teacher platform) and the I3W company site.
Core Skills
Product & Strategy
- PRDs & Specs
- User Research & Discovery
- Prioritization (RICE / MoSCoW / Impact-Effort)
- Metrics, A/B Testing & Experimentation
- Roadmapping & Product Lifecycle
- Go-to-Market
- Pricing & Unit Economics
- Stakeholder Management
AI & Technical
- LLM / agent product design
- Prompt & eval design
- Model cost / latency tradeoffs
- React / Next.js · React Native
- Python · SQL · Django · JavaScript
Tools & Analytics
- PostHog · GA4 · Google Analytics
- Firebase · GCP
- JIRA · Confluence
- Figma · Whimsical
- Semrush · SEO
Education
MBA in AI for Business, BITS Pilani · 2025 to 2027
B.Tech, Computer Science, Dr. A.P.J. Abdul Kalam Technical University · 2019 to 2023
This is the short version. Read the case studies for the decisions behind the numbers.