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Mansukh Kaur

@mansukhkaur

AI Product Manager and Systems Architect at SketchSprint, shipping AI products and workflows with RAG, agents, and automation.

India

Message

At SketchSprint, I build AI-powered products and workflows with businesses, from product discovery and UX through architecture, deployment, and iteration. I’ve shipped systems combining RAG, vector databases, multi-agent workflows, APIs, and human-in-the-loop processes, including multilingual tools for languages such as Arabic, Punjabi, and Turkish.

At ToolJet, I owned product strategy for AI workflows, integrations, and databases. I transformed its native PostgreSQL database into an enterprise-ready product, contributing to a 340% increase in query execution, and delivered more than 35 AI and data integrations.

Experience

Work history, roles, and key accomplishments

Current

Founder and AI Systems Architect

Current

SketchSprint

Oct 2025 - Present (1 year)

Founded and led an AI product studio, designing and shipping AI-powered products and workflows for businesses. Architected AI systems with RAG, multi-agent workflows, and human-in-the-loop processes.

AI Agents RAG Multi Agent Systems LLM orchestration MCP Vector Databases AI Workflows Human In The Loop AI Native UX Design Product Strategy UX Audits Multilingual AI

Product Manager

ToolJet

Sep 2023 - Sep 2025 (2 years)

Owned end-to-end product strategy for AI workflows, integrations, and databases. Launched workflow automation and AI agent builder, and transformed the native PostgreSQL database into an enterprise-ready product, driving a 340% increase in query execution.

Product Strategy AI Workflows AI Agents MCP PostgreSQL Integration Competitive Analysis Roadmap Development

Product Manager

Quantum Dynamic Corp

Nov 2022 - Jul 2023 (8 months)

Led a multi-disciplinary team to launch an MVP of a B2B 360° Banking Solution with CRM and ERP facilities and an AI News app. Developed product roadmap and oversaw integration of external banking technology solutions.

Product Management Roadmap Development Fintech CRM ERP API Integration Competitive Analysis

Lead UI Developer

Quantum Dynamic Corp

Apr 2022 - Nov 2022 (7 months)

Led frontend development for 6 projects, including B2B banking web apps and enterprise CRM. Built and led a team of 8 developers and developed a reusable UI components library using ReactJS, SCSS, and Tailwind.

React SCSS Tailwind GraphQL Apollo Client UI Components Team Leadership

Founder

Wannabe Bawse

May 2018 - Feb 2022 (3 years 9 months)

Founded a mental health community on Instagram and designed, manufactured, and sold planner journals. Built and hosted a full-stack e-commerce website with Razorpay integration.

Ecommerce Fullstack Development Razorpay Product Design Marketing Community Management

Education

Degrees, certifications, and relevant coursework

SGTB Khalsa College, University of Delhi

B.Sc (Hons), Computer Science

2017 - 2020

Activities and societies: Led partnership and sponsorship deals for the Computer Science Society of SGTBKC (Curieux) for two consecutive years.

Pursued B.Sc (Hons) in Computer Science, focusing on cryptography and database design. Led partnership and sponsorship deals for the Computer Science Society.