Product builder taking ideas from 0-1 with agentic AI.
PM with 7+ years across operations, owning complex, multi-team strategies from conception through launch, process optimization, and change management.

“I’d rather ship it, watch it fail and fix it this week than wait months for a perfect version.”
Featured Products
Digital products orchestrated with Claude Code.
RoleRadar
Job discovery that surfaces roles from company career pages before they reach the big job boards.

Claude Code
GitHub
TypeScript
Python
Next.js
PostgreSQL
Typesense
Supabase
Upstash
Vercel
Hetzner
Cloudflare
Gemini
Resend
PostHog
Career pages
Postgres
Typesense search
Next.js on Vercel
Email alerts
Northbridge Medical
PrototypeA fictional health system, designed and built with agentic AI for a product management interview. Not a real hospital.
Clinical AI triage and practitioner routing, designed for ambulatory and inpatient acute care.

Claude Code
GitHub
TypeScript
Next.js
Neon
Vercel
Symptom intake
- Specialist in about 60 seconds
Demo patients in Neon
Served on Vercel
Workbench
Private career management product: job pipeline, content drafting and PM practice in one place.

Claude Code
GitHub
TypeScript
Python
Next.js
FastAPI
PostgreSQL
Hetzner
Cloudflare
Gemini
LinkedIn
Cloudflare Access
Next.js
FastAPI
Postgres
Claude Code and Gemini
LinkedIn
Safar
My travel journal: stories from the road, a map of every stop, photos and video.

Claude Code
GitHub
TypeScript
Next.js
Neon
Vercel
Cloudflare
Mapbox
Resend
Photos and video
Trips in Neon
Routes on Mapbox
Next.js on Vercel
Personal Website
This portfolio, with a booking flow: calendar invites, email reminders and an admin panel.

Claude Code
GitHub
TypeScript
Next.js
Neon
Vercel
Calendar
Resend
PostHog
Pick a slot
Google Calendar invite
Reminders at 24h and 1h
Bookings in Neon
Claude Code Setup & Workflow
The setup behind every product above. Each pillar removes something Claude would otherwise rediscover, or I would otherwise re-explain.
- Foundation
One folder, one map
Exploring a repo eats context before any work starts. Claude starts from a project card instead: the real setup, test and deploy commands in one block.
$ tree -L 1 ~/dev├── <ops>/ machines · services · cards├── <project>/ one folder per product└── <archive>/ retired specs & logs - Persistence
A session that keeps running
On a laptop, closing the lid ends the session and the project gets explained again. The session runs on a server, so I reattach from the phone or a browser.
$ ssh <coding-box>$ tt # attach to the running sessionSurvives a closed laptop - Memory
Corrections carry forward
Correcting the same mistake in every session wastes both of us. A correction becomes a rule every session loads.
# memory/MEMORY.md• No AI tells in public copy• Clarity over cleverness• Prototype before code - One process
Build, dev, release
Loading every instruction up front crowds out the task. Three skills load only when a task needs them, and run every project the same way.
✓ Tests: 255 passed✓ Typecheck: clean/release merge · deploy · verify
Experience Timeline
- 2025 – Present
Mount Sinai Health SystemCurrentNew YorkProgram Manager
- Enterprise rollout
- Healthcare ops
- Change management
- 2026
RoleRadarOwn productOwn product · 5,000+ users
Product Manager
- Consumer discovery
- 0 to 1
- Agentic AI
- 2025
WonsultingAIContract · 4 monthsProduct Manager
- Conversion
- Experimentation
- B2C
- 2022 – 2024
EducationWellesley, MA
MBA in Business Analytics
- 2019 – 2020
WedMeGoodIndiaBusiness Development Manager
- Marketplace ops
- Salesforce
- Process design
Trusted by Leadership
From the leaders I worked with on TimeKeep Employee Self-Scheduling.

“This STAR is for Manish who has been a major help on a few projects, especially TimeKeep Self Scheduling. Thank you for all you do!”

“Manish has been invaluable in the road to success with our TimeKeep implementation. His expertise has truly helped to accelerate and translate our needs to the technical team.”
Beyond Work
“I'm usually exploring New York, planning my next backpacking adventure through Europe's hidden gems. Always up for a game of pool or snooker.”
- Backpacking
- Prototyping
- Hiking
- Photography
- Ice Skating
- Via Ferrata
Safar | Travel Journal
Last stamped: Dublin, IrelandMy travel journal: stories from the road, a map of every stop, photos and video.
- 45Stories
- 16Countries
- 23Cities
- 34,449km logged
What People Usually Ask
Let’s Connect
Working on complex operations, high-stakes healthcare workflows, or agentic AI architectures? I’d like to hear about it.
Book a 15-min chat