Product Analyst with 3+ years of end-to-end PM ownership at a B2B healthtech SaaS startup. Shipped two 0→1 products independently, built an AI-powered matching engine that surfaced 600+ qualified leads and cut manual research by ~80%, and currently leading PRDs, backlog, and UX for an EHR system with AI agent integration. Builds AI tools independently on the side — including an agentic job scoring pipeline and a prompt refinement product.
Experience
Product Analyst (Acting PM) · Playbook AI
Nov 2023 – Present
Shipped two 0→1 B2B SaaS products end-to-end — a multi-framework compliance certification platform (ISO 27001, HIPAA, SOC 2) and a data intake and analytics platform.
Onboarded and managed 70+ enterprise clients — owned full lifecycle from account setup to ongoing support and retention.
Built an AI-powered buyer-practice matching engine — weighted scoring across specialty, geography, revenue, and EBITDA to grade 3,000+ buyers and surface 600+ qualified leads; contributed to 10–15 active matches with 2–3 deals in final transaction phase.
Designed and migrated client pipeline management from spreadsheets to Notion; built CRM, backlog, and outbound reporting used by cross-functional teams.
Currently leading PRDs, backlog, bug tracking, and UX flow for an EHR system — covering claims handling, encounter workflows, and AI agent integration.
Built agentic side projects using Claude API, Apify, and GitHub Actions — including an automated job scoring pipeline across 5 job boards and a prompt refinement tool (Prompt Tuxedo) with a Gap Analysis feature.
Represented the company at AI Bharat Expo 2025 — delivered product demos and translated market feedback into roadmap inputs.
Junior Web Developer · Playbook AI
Feb 2023 – Nov 2023
Built Angular frontend features and PHP/Laravel backend logic.
Transitioned into product scope by end of tenure — contributing UX feedback, feature scoping, and pre-sales research.
Projects
Prompt Tuxedo
AI Productivity Tool · 0→1
ReactClaude API
An AI-powered prompt refinement tool. Core feature is a Gap Analysis engine — it identifies what’s missing or ambiguous in a prompt and returns a sharpened, production-ready version. Built solo from scratch as both a utility and a career signal.
What it shows: Product instinct, AI-native building, 0→1 execution
Fully automated pipeline that scrapes job listings across 5 boards, scores each against a profile using Claude API, logs results into Notion, and runs daily via GitHub Actions — zero manual input after setup.
What it shows: Agentic system design, Claude API integration, operator mindset
AI-Assisted Buyer-Practice Matching Engine
M&A Operations · AI-Enriched Data
Google SheetsApifyRelevance AICSV Pipelines
End-to-end system powering live M&A deal flow — weighted scoring model matching dental practices to DSO buyers across 6 criteria, 158+ buyer profiles enriched using Apify and Relevance AI, and CSV-based outbound campaigns that drove direct meetings with Heartland Dental, Dental365, MB2 Dental, and 42 North Dental.
What it shows: AI-assisted enrichment at scale, matching logic, real business impact