Building AI-native products that ship

Vamsi Kondepati

Product Manager · AI-Native Products · Enterprise SaaS

I take products from 0 → 1 — strategy, design, hands-on prototypes, and delivery — turning complex enterprise problems into AI-first experiences that move real metrics.

5+
Years in PM
650+
Specs shipped
3
Countries launched
0→1
Products built
About

I build products like a founder

Product Manager with 5+ years scaling enterprise SaaS across AI/GenAI, ATS, HCM and CRM domains.

I'm a hands-on, 0→1 builder. I don't just write specs — I run the discovery, shape the strategy, draw the mockups, and drive delivery across engineering, design, sales and customer success. From shipping flagship AI recruitment agents to launching multi-country payroll systems from scratch, I turn ambiguity into products people actually adopt.

AI Product Strategy

Designing AI agents & GenAI workflows that change how enterprise teams work.

0 → 1 Launches

Taking products from blank canvas to live, revenue-driving releases.

Customer Discovery

Deep interviews with TA Leads, HRBPs & CHROs to validate real demand.

UI Prototyping

Hands-on mockups & interactive prototypes that align eng and design fast.

Experience

A track record of shipping

Three roles, one through-line: own the problem end-to-end and deliver outcomes. Tap any role to expand.

Skills

The full product toolkit

Strategy to pixels — clustered the way I actually work.

AI & GenAI

AI Agent Strategy & DesignLLM & ChatGPT IntegrationAI-Native Product DesignGenAI Workflows

Product Strategy

Roadmapping0 → 1 DevelopmentPricing & GTMCompetitive Analysis

Discovery & Delivery

Customer InterviewsBacklog & PrioritizationAgile / ScrumPRD & Specs

Design & Prototyping

UI / UX MockupsWireframingInteractive PrototypesHands-on Figma

Domain Expertise

ATS / HCM / CRMInternational Payroll (APAC)PESTLE ComplianceRecruitment Tech

Tools

JiraConfluenceNotionFigmaWhatsApp Business API
Impact

Numbers that moved

Outcomes, not output. The metrics enterprise leaders actually care about.

0%

Recruiter performance uplift

via AI agents at Oorwin AI

0%

Report-support reduction

within 5 months of launch

0+

Product enhancements

epics, CRs & feature specs owned

0

Countries launched

PH · SG · TH payroll from scratch

0

Global marketplace

NPA: 600+ agencies, 40+ countries

Ready to build the next 0→1?

Let's turn your hardest product problem into a shipped, adopted reality.

Let's talk
Featured Work

Products I built

Real shipped products across AI, recruitment, CRM and global payroll.

Built this

IRA — Intelligent Recruitment Agent

Oorwin's flagship GenAI recruitment platform delivering an end-to-end AI-first hiring experience.

AI Agent
Built this

NPA Marketplace

0→1 integration with the world's largest independent recruiter network — 600+ agencies, 40+ countries.

0 → 1 · Partnership
Built this

Oorwin CRM

Brand-new CRM product built 0→1 — full feature set, data model, workflows and go-to-market.

0 → 1 · New revenue
Built this

Custom Reports Engine

Self-serve reporting that cut report-support dependency by ~95% within 5 months of launch.

0 → 1 · Self-serve
Built this

Philippines / Singapore Payroll

Multi-country payroll built from scratch — CPF, SHGF, IRAS, SSS, PhilHealth and banking integrations.

International
Built this

Recruiter Co-pilot

Autonomous AI module executing recruitment workflows from job posting to offer with minimal input.

AI Agent
Contact

Let's build something great

Open to product leadership roles and ambitious 0→1 collaborations.