Sumit Kumar / Product & AI

AI products.
Built with intent.

Founder turned AI product builder. I take complex workflows from a first question to a working product.

See the work My experience

Senior Product Associate
ConveGenius.AI · AI & Edtech

GitHub LinkedIn

213K+ usersOne idea. All organic.

How I build

Find the right problem

Experience.

Experience on LinkedIn

ConveGenius.AI

Current

AI products & Edtech

Senior Product
Associate

Apr 2026 - Present

Founder-led AI & Edtech initiatives

Shape product discovery and map complex workflows.
Turn early ideas into prototypes for review.

See the work

AceGrade

Founded

Founder & Product

Sep 2023 - Mar 2025

users. All organic.

A free exam-prep platform.
Built, launched, and grown from zero.

Before thatCommunity AdminMay 2023 - Sep 2024

See the growth story

Selected work.

GitHub

Built at ConveGeniusEdtech

HP MIS prototype showing statewide admissions, verification and seat allocation

HP MIS Prototype: read the case study

Admissions workflows that won a state tender.

State tender wonPrototype · project closed

Next.jsReactTypeScript+2

Built at ConveGeniusInternal tools

O2O2C / Sankalp Portal: read the case study

One workspace from opportunity to delivery and cash.

Pipeline → delivery → collectionsInternal product

Next.jsTypeScriptMongoDB+3

Built at ConveGeniusAI products

Pocket VSK demo dashboard for Gujarat education performance

Pocket VSK: read the case study

Education intelligence, built around each user’s role.

Insight → actionProduct work · prototype shown

ReactTypeScriptSnowflake+3

Built at ConveGeniusInternal tools

FMB Survey Builder welcome screen with Google sign-in and survey authoring introduction

FMB Survey Builder: read the case study

Field surveys teams can build and validate together.

Used by 4+ teamsAdopted internal tool

ReactNode.jsExpress+3

All project case studies

HP MIS Prototype — Built at ConveGenius
O2O2C / Sankalp Portal — Built at ConveGenius
Pocket VSK — Built at ConveGenius
FMB Survey Builder — Built at ConveGenius
CG Signal — Built at ConveGenius
HR Chat Bot — Built at ConveGenius
VSK 3.0 Prototype — Built at ConveGenius
Pravasi Setu Prototype — Built at ConveGenius
PBI-to-PDF — Built at ConveGenius
Swift Poll — Built at ConveGenius
QuizMaster V1 — Academic · IIT Madras
QuizMaster V2 — Academic · IIT Madras
A grocery store, decoded — Academic · IIT Madras

AceGradeFOUNDER PROJECT

An organic
beginning.

A free exam-prep platform. Zero marketing spend.

FOUNDER MILESTONE213,000+

users. No paid acquisition.

1.23Msessions

6.8Mtracked events

30+countries

Founder & Product · Sep 2023 - Mar 2025

The activity behind the story.

Google Analytics 4
4 Nov 2023 - 19 Jul 2026

Daily active users

4 November 2023 - 19 July 2026 · Activity, not cumulative users

Source & reporting period

GA4 exports: 4 Nov 2023 - 19 Jul 2026. Daily activity is reconstructed from the PDF chart, so values are approximate. This reporting window extends beyond the founder tenure. Founder-reported users and report-period active users are different measures; the chart is not a cumulative growth curve. Channel and event totals are rounded. Direct traffic is separate from organic search.