Sumit Kumar | AI Product Manager

// 01

Experience

ConveGenius AI

AI Product Associate

June 2025 – Present

Noida, India

Shipped Survey Builder 0→1 using Claude Code & Codex — cut survey creation time from weeks to hours, eliminating cross-team dependencies; deployed on Vercel, Render & Supabase
Introduced Lovable & Figma Make to the team for AI-native prototyping, removing designer dependency — built 10+ full prototypes and shipped an offline survey product end-to-end with zero designer involvement
Drove end-to-end product discovery for an AI-powered career counseling bot — user interviews, prioritization, roadmap, and iteration through full lifecycle
Collaborated cross-functionally via Slack with Business, Data, Tech & Marketing; partnered with external teams (Amazon, Adobe) on Career Tour integrations using CleverTap for course distribution
Authored multiple PRDs to align teams, designed dashboards using Mokkup AI

Claude Code Codex Lovable Figma Make Supabase Vercel CleverTap PRDs

ConveGenius AI

Product Intern

Sept 2024 – May 2025

Gandhinagar, India

Shipped Survey Builder 0→1 using Claude Code & Codex — cut survey creation time from weeks to hours, eliminating cross-team dependencies; deployed on Vercel, Render & Supabase
Introduced Lovable & Figma Make to the team for AI-native prototyping, removing designer dependency — built 10+ full prototypes and shipped an offline survey product end-to-end with zero designer involvement
Drove end-to-end product discovery for an AI-powered career counseling bot — user interviews, prioritization, roadmap, and iteration through full lifecycle
Collaborated cross-functionally via Slack with Business, Data, Tech & Marketing; partnered with external teams (Amazon, Adobe) on Career Tour integrations using CleverTap for course distribution
Authored multiple PRDs to align teams, designed dashboards using Mokkup AI

Claude Code Codex Lovable Figma Make Supabase Vercel CleverTap PRDs

AceGrade

Founder

Sept 2023 – Sept 2024

Remote

Founded and scaled an exam prep & study content platform from 0→1 to 150K+ users with 100% organic growth — owned product, growth, and team end-to-end
Ran continuous user research and data-led experiments — improved retention by 64% and engagement by 24% through iterative roadmap prioritization
Shipped Aceguide, used by 5K+ users for college fest navigation
Tracked core metrics (DAU, retention, engagement) with Google Analytics to drive all decisions

0→1 Growth User Research Google Analytics Roadmapping EdTech

// 02

Projects

001

FMB Survey Builder

Full-Stack Internal Tool · ConveGenius

Enterprise survey platform with RBAC, concurrency locking, and Excel/CSV import-export. Architected multi-tenant access control with JWT auth and live preview renderer.

Weeks→Hrs Time savings

0→1 Built from scratch

🌐 Live 💻 Frontend 💻 Backend

React Node.js Express PostgreSQL JWT Claude Code Codex

002

Grocery Business Analysis

Data Analysis · ABC Segmentation

Analyzed 398 days of SKU sales data across 13 products using ABC segmentation, trend analysis, and linear regression to uncover inventory inefficiencies for a family-run store.

398 Days of data

13 SKUs analyzed

🌐 Dashboard 💻 Repo

Python ABC Segmentation Linear Regression Power BI

003

Swiftleads

Serverless · AI Summit Lead Capture

Built in a few hours for an AI Summit — serverless form with inbuilt audio recording, pushing data to Google Sheets and audio files to Drive. Offline-first reliability using LocalStorage/IndexedDB with auto-sync.

Hours Build time

Zero Backend infra

🌐 Form 📊 Responses 💻 Repo

Apps Script Google Sheets Drive API IndexedDB GitHub Pages

// 03

Skills

An updated snapshot of my current product, analytics, execution, and AI workflow capabilities aligned to my resume.

Product

Strategy · discovery · lifecycle

Core

Product Discovery

92%

PRDs

90%

Roadmapping

87%

OKRs

82%

User Stories

85%

MVP Definition

88%

Feature Prioritization

88%

Product Lifecycle Management

84%

Go-to-Market Strategy

80%

Competitive Analysis

81%

Analytics

Measurement · insights · experimentation

Data

CleverTap

86%

Google Analytics

89%

SQL

78%

Python

80%

Power BI

82%

Data-Driven Decision Making

89%

A/B Testing

79%

Funnel & Retention Analysis

84%

Engagement Metrics

83%

Tech & Tools

Infra · collaboration · delivery

Execution

API

80%

PostgreSQL

78%

Postman

75%

Vercel

88%

Render

82%

Supabase

86%

GitHub

87%

Jira

84%

Confluence

82%

Slack

90%

Notion

86%

AI Tools

AI-native build and prototype stack

Claude Code

94%

ChatGPT

95%

Codex

92%

GitHub Copilot

89%

Gemini

84%

Cursor

90%

Lovable

91%

Figma Make

89%

Antigravity

76%

Mokkup AI

86%