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Product Manager · AI · 0→1 Builder

I turn messy customerproblems into products people fund.

Partnering with engineering, design & clinicians to ship SaaS features, automate healthcare workflows, and move the metrics that matter — PRDs, discovery, and KPI-driven bets.

  • Healthcare SaaS
  • AI Product · RAG · Agents
  • A PM who ships code
Explore my workWhat I can do for you
Delivery of experience in numbers
0+
Years across product, growth & delivery
0%
QA time saved via a workflow-automation PRD
0%
Compliance & quality metric lift
0%
Revenue growth from CRM adoption

Real outcomes from shipped work across healthcare, energy & telecom.

  • Product Discovery
  • PRDs
  • Roadmapping
  • Funnel Analysis
  • RAG
  • LLMs
  • AI Agents
  • Prompt Engineering
  • Jira
  • Figma
  • Mixpanel
  • Notion
  • React
  • SQL
  • A/B Thinking
  • Stakeholder Alignment
Work

Things I've built & torn apart.

Side projects I shipped, case studies from the job, and product teardowns where I think out loud about better bets.

Side Project2026

Kindred Stays

A compatibility-first flatmate marketplace for India's 15M+ relocators — matching on how people actually live, not just what they can afford.

0→1: discovery → spec → live MVP
Product DiscoveryJTBDRICE PrioritizationMarketplace
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Side Project2026

HeyYouPM — this portfolio

Designed and shipped a conversion-optimized PM portfolio end-to-end: information architecture, copy, design system, and a Next.js build.

0→1 in days · 100/100 Lighthouse-grade structure
Next.jsDesign System0→1Conversion
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Side Project2026

RAG Knowledge Assistant (Prototype)

Prototyped a retrieval-augmented assistant over a docs corpus — scoping the eval harness before the model, not after.

Eval-first spec · grounded answers
RAGLLMsEvalsPrototype
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Positional Impact

Problem → Action → Result.

Three shipped bets : what was broken, what I did, and the number that moved.

Healthcare · Trulogik

A PRD that cut QA time by a third

30%
estimated QA time saved
Problem

Manual QA on clinical workflows was slow and error-prone, and requirements lived in clinicians' heads — not in anything engineering could build against.

Action

Shadowed clinicians, mapped the friction, and piloted a PRD with technical documentation for automated workflow-testing — clear acceptance criteria, edge cases, and a phased rollout.

Result

The spec was adopted into the roadmap and is estimated to save 30% of QA time, freeing the team to ship features instead of re-checking them.

PRDWorkflow AutomationHealthcareRoadmapCase 01/03
Expertise

Not a skills list. A way of working.

Four capabilities that compound — placed on a defined scale (no vanity percentages) and anchored to where I've actually used them.

The scale:Core— deep, day-to-dayStrong— confident, shipped with it
01

Product Discovery

Core

Finding the problem worth solving before a line of code is written.

User & Market ResearchCustomer InterviewsJobs-to-be-DoneUser Journey AnalysisProblem FramingDiscovery Workshops
02

Strategy & Execution

Core

Turning a vision into a sequenced, shippable roadmap teams rally behind.

Strategy & VisionProduct SenseFeature Prioritization (RICE)RoadmappingPRDs & SpecsBacklog RefinementStakeholder Alignment
03

Product Analytics

Strong

Letting the metrics — not the loudest opinion — decide what ships next.

Product Metrics & North StarFunnel AnalysisCohort & RetentionA/B ExperimentationKPI DesignMixpanel · SQL
04

AI Product

Strong

Shipping with LLMs where they genuinely move a metric — not AI theatre.

RAG SystemsLLMs & AgentsPrompt EngineeringContext EngineeringAI EvaluationsAI Product DesignGenAI Go-to-Market
Pick your lane

Three reasons you're on this page.

Tell me who you are — I'll show you exactly why we should talk.

Open to Product Manager / APM roles

Hire a PM who can read the codebase and the customer.

Ready to own a product area end-to-end — discovery, PRDs, delivery, and the metrics that prove it worked.

Download résumé

At a glance

  • Available immediately
  • Remote · Hybrid · Relocation-friendly
  • MBA + Full-stack bootcamp + AI PM training

Core stack

Product DiscoveryPRDsRoadmappingFunnel AnalysisRAG / LLMsReactSQLJiraFigmaMixpanel
Experience

Roles that sharpened how I build.

Feb 2025 — Present01

Frontend Developer · Product Contributor

Trulogik Pvt Ltd · Healthcare SaaS

Remote

Partnered with product managers and clinicians to build an internal healthcare ops tool on API-integrated interfaces — sitting at the seam between the clinic floor and the codebase.

  • Translated clinician friction points & business requirements into technical specs adopted into the product roadmap.
  • Piloted a PRD with technical documentation for workflow-automation testing — estimated to save 30% of QA time.
  • Owned feature documentation & backlog refinement, tightening delivery alignment with engineering.
PRDsWorkflow AutomationAPI IntegrationBacklog Refinement
Nov 2020 — Feb 202202

Sales Consultant · BD & Project Management

OceanaTech Pvt Ltd · Energy Sector

Mohali, India

Ran customer discovery and drove CRM adoption across teams in the energy sector — learning how buyers actually decide, and how to remove the friction in their way.

  • Ran customer-discovery workshops to surface adoption barriers and translate client needs.
  • Led cross-team CRM adoption; scaled the team through strategic execution and drove 15% revenue growth.
  • Designed business-prioritized customer-success funnels that lifted lead conversion across segments.
Customer DiscoveryGTMCRMFunnel Design
Oct 2018 — Jan 202003

Analyst · KPO — Telecom

eClerx Pvt Ltd · Telecom

Chandigarh, India

Owned product issues and KPI health for a telecom operation — the operational-rigor foundation that a good PM never outgrows.

  • Improved team compliance metrics by 17% across quality, pipeline, workflow optimization & risk mitigation.
  • Monitored support KPIs and ran weekly reviews to cut ticket-resolution time and improve process.
KPIsProcess OptimizationQualityRisk Mitigation
Contact

Let's make the first move.

Hiring, building, or leveling up — the fastest way to reach me is right here. I read everything and reply within a day.

Emailrajatsoni.rs66@gmail.comPhone+91 97858 64762
Based inChandigarh, India
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