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Case studies

Summaries of product strategy, GTM, and design work. Each card is labeled shipped, interview, or publication. Mini-cases live here; longer write-ups stay on Notion or linked sources.

Featured case study

Shipped Product Manager · Sep 2025 – May 2026

How we cut ATS onboarding from 13 weeks to 5

At Phenom I owned enterprise ATS onboarding on the Talent Experience platform and cut implementation from 13 weeks to 5, with the discovery tool and automated deployments doing the heavy lifting.

  • Case Study
  • B2B
  • HR tech
  • Onboarding
  • Phenom

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Shipped Full-Stack Developer & Product Manager · 2026

How I unified gym, body, and sleep tracking into one PWA

A mobile-first Progressive Web App (PWA) built from scratch to centralize gym performance, body metrics, and recovery telemetry into a unified Notion OS, featuring a RAG-driven AI fitness coach.

  • Next.js
  • PWA
  • Agentic AI
  • Notion API
  • Recharts
  • Vercel
Interview Product Management · Mar 2022

How would I improve WhatsApp?

A product manager's approach to improving WhatsApp — status privacy lists, message reactions, video sharing, group admin controls, and features WhatsApp may never build.

  • Case Study
  • WhatsApp
  • Meta
  • Product Design