10 Zero-to-One Products Shipped · AI × SaaS · PM

Harsh K Vardan

Building Products at the intersection of AI & SaaS.

I'm an Applied AI Product Manager turning complex problems into shipped Products. From PRDs to Prototypes, I connect Strategy, AI, and Execution into one workflow.

PM who thinks in systems and ships in weeks.

I'mI'maaProductProductManagerManagerwithwith33yearsyearsofofhands-onhands-onexperienceexperiencebuildingbuildingandandscalingscalingWeb,Web,Mobile,Mobile,SaaS,SaaS,andandAI-drivenAI-drivenproductsproductsininfast-pacedfast-pacedB2BB2BSaaSSaaSenvironments.environments.IIhavehaveledledzero-to-onezero-to-onelaunches,launches,ManagedManagedcross-functionalcross-functionalteamsteamsandandshippedshippedproductsproductsthatthathavehavedirectlydirectlyimpactedimpactedProductProductAdoption,Adoption,UserUserExperience,Experience,Revenue,Revenue,RetentionRetention&&OperationalOperationalCosts.Costs.

WhatWhatmakesmakesmemedifferent:different:IIdon'tdon'tjustjustwritewritePRDsPRDsandandmanagemanagebacklog,backlog,stakeholders.stakeholders.IIResearch,Research,Prototype,Prototype,Vibe-CodeVibe-Code&&ValidateValidatethetheproductproductplansplansend-to-end.end-to-end.

Product Management

Product StrategyRoadmappingUser ResearchPRDs & SpecsA/B TestingRemote Sprint ManagementAsync Collaboration

AI & Technical

Prompt EngineeringGen AIAgentic AIVibe CodingClaudeLLMsGoogle AntigravityAPISQLClaude CodeReplitLovable

Analytics

MixpanelClevertapGoogle AnalyticsCohort & Funnel AnalysisSegmentation

Tools

JIRAFigmaBalsamiqPostmanNotionGoogle Workspace

Career Launcher Media

Product Manager · July 2025 – Present
● LIVE

EasyApply

Student Application Platform · Web + iOS + Android

Owned the full product lifecycle of the flagship EasyApply ecosystem across Web and Mobile (Android & iOS), from User Research, Journey Mapping, and UI/UX to managing developer execution and GTM Strategy, delivering 30% growth in student leads, 25% uplift in post-launch conversion, and 20% increase in application initiations via mobile expansion.

+30% Student Leads+25% Conversion+20% App Initiations
◈ PROTOTYPE

EasyApply Backend Dashboard

Internal Operations & Tracking Dashboard

Internal backend dashboard for managing EasyApply operations, student data pipelines, and application tracking workflows. Built to give the Operations and the Delivery teams full visibility and control.

Operational VisibilityApplication TrackingData Pipeline Management3.5M Cost Saved3x Outreach Scale
◈ PROTOTYPE

MySATHI Ecosystem

Unified SaaS Platform · Institute & Student Portal

Managed the end-to-end integration of EasyApply with the MySATHI SaaS platform , while coordinating across distributed engineering and design teams, to build a unified ecosystem, projected to grow Annual Recurring Revenue (ARR) by 50%.

+50% ARR ProjectedDual PortalUnified Ecosystem
◈ PROTOTYPE

Client SaaS Portal

B2B Client Portal · Client and Account Manager View

Conceptualized and built the Client SaaS Dashboard, translating user needs into a prioritized roadmap and intuitive UX, driving 30% uptake in service add-ons and 20% MRR growth.

+30% Service Add-ons+20% MRR GrowthUser-Research Driven

Bosscoder Academy

Associate Product Manager · Nov 2024 – June 2025
◈ PROTOTYPE

In-house CRM

Zero-to-One Internal Tool · Sales Team · Operations Team

Led the end-to-end development of the in-house CRM. Collaborated with Sales, Operations, Design, Engineering and QA teams, employing Agile and Scrum Methodologies to translate product vision into a seamless user experience that improved sales efficiency by 20%.

+20% Sales EfficiencyAgile DeliveryCross-functional
◈ PROTOTYPE

Student Learning Management System

AI Interview · Assignment IDE · Pre-requisite module

Launched the AI-Powered Interview Feature for conducting short technical interviews, automating candidate screening and reducing manual evaluation time by 40%.

-40% Evaluation TimeAI Interview FeatureAutomated Screening

Collegedunia Web

Associate Product Manager · Oct 2022 – Aug 2024
◈ PROTOTYPE

Lead Push SaaS

B2B SaaS · Product Retail Vertical

Managed the end-to-end development and optimization of the B2B SaaS Portal, aligning Business Objectives and User Needs, increasing Client Retention by 50%, and MRR by 25% while coordinating with remote engineering, design and operation teams.

+50% Client Retention Rate+25% MRR Growth
◈ PROTOTYPE

Internal Sales CRM

Internal CRM · Sales · Operations

Led 0-to-1 planning and development of Collegedunia's internal Sales CRM. Agile delivery across Sales, Design, Engineering and QA teams. Optimizing Sales Efficiency by 60%, While reducing third-party platform and infrastructure costs by 3M.

3M Cost Reduction100% Stakeholder Alignment
◉ CASE STUDY

WhatsApp Communication Panel

Bulk Communication · Marketing · Ops

In-house bulk WhatsApp communication and tracking panel. Eliminated third-party tool dependency and achieving 5x reduction in annual Marketing Operational costs from INR 26M to 5.2M.

5x Cost ReductionINR 26M → 5.2MIn-house Built

I use AI as a daily Execution layer across Research, Prototyping, and Workflow Automation.

Ideation and Research

ClaudeChatGPTGeminiPerplexityDeepseekOllama

Vibe Coding & Building

LovableClaude CodeBoltReplitV0Google Antigravity

Workflow Automation

AI Agentsn8nAI Voice Agents

By The Numbers

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Major Products Shipped
INR 0.0M
Cost Saved
0%
ARR Growth Projected
0x
Outreach Scaled
0%
Lead Growth
0%
Ops Efficiency Gain
0x
Cost Reduction
0
Apps Launched
0%
Sales Efficiency
0%
Feature Adoption
0
Zero-to-One Builds
0%
Stakeholder Alignment

Let's Build Something.

Open to Product Manager roles & conversations about AI-powered products.

Created by Harsh K Vardan