Hello, I'm Kashish.

Systems thinking. AI-native building. Complex domains. Real outcomes.

01

/

Insurtech

Genome at Loop Health

Built AI-native insurance automation workflows handling 2,500–3,000 endorsement cases/month.

3X agent throughput

~40% processing time cut

30% fewer CSM support requests

Read case study

02

/

Health-tech

DIY Family EMR

Built a personal health-tech system to convert fragmented cancer-care records into a usable digital medical history.

300+ records digitized

OCR accuracy above 85%

Doctor prep time cut from 15 min to under 2 min

Open live demo

03

/

Fintech

Collections Engine at Oxyzo

Replaced fragmented collections workflows with an in-house portal for agents, operations, and liquidity outcomes.

Rs 60L annual OPEX savings

15% liquidity lift

1,500 agents on platform

Read case study

Story

Built across industries. Consistent on craft.

Seven years across insurance, fintech, commerce, and health-tech. Different domains, same discipline: shipping products that make hard systems usable.

Now

Role

Senior PM · Loop Health


Building

Genome — insurance automation engine

2,500–3,000 cases/month

Studying

Healthcare Product Management

IIT Delhi · Ongoing

Based

Gurugram, India

Main focus

AI-native product development, growth systems, and compliance-aware design in regulated environments.

Toolkit

Product Strategy & Roadmapping · Product Vision & OKR/KPI Definition · Agile & Scrum · Sprint Planning & Backlog Management · Product Analytics & Experimentation · A/B Testing & Funnel Optimisation

Recent roles

Senior Product Manager at Loop Health

Senior Product Manager at Oxyzo Financial Services (OfBusiness Group)

Product Manager I at Meesho

Operating notes

How the work actually gets done.

Full experience

01

AI-native building

Ships independently using Claude, Figma MCP, and LLM workflows — prototypes and production fixes without full engineering dependency.


02

Growth with rigor

Drove acquisition, conversion, traffic, and application lifts through experimentation, segmentation, and narrative-led SEO.


03

Compliance-aware product thinking

Built products in regulated environments with attention to DPDP, RBI-aligned workflows, and healthcare data sensitivity.


Education

Post Graduate Diploma in Healthcare Product Development and Management

Indian Institute of Technology, Delhi · Jul 2025 - Aug 2026

Credentials of Readiness | Accounting, Business Analytics, and Economics

Harvard Business School Online · Nov 2020 - Feb 2021

Bachelor of Science in Computer Science

Hansraj College, Delhi University · May 2014 - Jun 2017

Open to product roles, consulting conversations, and thoughtful collaborations.

3X
Agent throughput
Rs 10 Cr
Revenue delivered
5M
Tier-3 shoppers
300+
Records digitized