Siddharth M

I help founders, senior leaders and companies figure out where and how to apply AI

Ex-Amazon Principal PM-Tech · Built for 100M+ users in 10 countries · IIM Ahmedabad

Work

Applied AI

Present

AI Workflows For companies Diagnose where AI belongs and where it doesn't, and build the workflows that move the numbers AI Fluency For founders and senior leaders Build practical AI judgement through hands-on 1:1 sessions calibrated to your level

Principal Product Manager - Tech, Amazon

Amazon Homepage, Browse, and Navigation across 10+ countries at 100M+ user scale

Hyper-personalized and intent-driven Homepage experiences
Multi-format app navigation across shopping, payments, health, and video
Category experiences across FMCG, Beauty, Grocery, and Books

Sep 2015 - Mar 2026

Full background on LinkedIn ↗

Building

Workflow automation

AdvocateDesk

advocatedesk.app ↗

Legal workflow automation for document reviews, property title verification, and legal opinion drafts
Saves 30+ hours per week per advocate

CiteGap

citegap.com ↗

Increase brand visibility across ChatGPT, Google AI, and Claude with a 30-60-90 day plan
An automated pipeline runs 1,000+ live queries for diagnosis

Apps

KidCompass

kidcompass.in ↗

Personalized screen-free activities, bedtime routines, and nearby spots
For parents of kids aged 2 to 9

Google Play App Store

CalWise

Snap a photo or type your meal, get calories and macros tracked instantly
No weighing or manual logging

Google Play App Store

SaveToExo

savetoexo.com ↗

Save links, tweets and videos and get instant summaries
Your personal knowledge base that ChatGPT and Claude can query

Tinkering

Personal AI health assistant (Anira)

GitHub ↗

An always-on health assistant, personalized to my context in real time. Write-up ↗
Runs on a VPS that pulls WHOOP, CalWise nutrition, calendar and lab data into one durable, auto-updating context

Agents that grade their own reasoning

GitHub ↗

Seven Claude Code subagents forecast IPL match odds and check themselves against live Polymarket prices
They rewrite their own rules when they're wrong, no human in the loop