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okxint/README.md

Hey, I'm Ashwin

Product Manager who builds. I ship AI tools, contribute to open source, and write deep-dive analysis on tech, crypto, and business.

MBA from IIM Kozhikode · B.Tech from NIT Trichy · Ex-PwC US Advisory, Wipro, Polygon

Substack · Twitter/X · cashmein.eth@gmail.com


What I'm Working On

  • Scaling The Daily Signal — in-depth analysis published every other day, weekly Substack roundups
  • Contributing to Directus, Immich, Dify, and Vercel AI SDK — 5 merged PRs + 12 open PRs in March alone
  • Building HERZOG — 300-product e-commerce platform for a luxury leather goods brand

What I've Shipped

Product Teardown — Drop in a product name, get a 5,000-word PM-grade analysis. Scrapes 8+ sources in parallel, maps user journeys, identifies drop-offs, and prioritizes solutions with RICE scoring. Next.js TypeScript RAG Streaming API

twitter-agent — AI content pipeline that scrapes Reddit, synthesizes trending discussions through Claude API, and posts original tweets on schedule. End-to-end: data collection → generation → publishing. TypeScript Node.js Claude API Prompt Engineering

The Daily Signal — In-depth analysis publication covering AI, crypto, business, F1, and culture. Each piece synthesizes 5-12 sources with an original take. No summaries, no fluff.

Recent pieces:


Open Source Contributions

Shipped code to production at:

  • Directus — Deduplicated aggregate count requests on content navigation (2 approvals, 77 checks green)
  • Immich — Substring matching for person name search
  • Vercel AI SDK — Fixed O(n) string copies in streamText output
  • Dify — Resolved React lint warnings for leaked timeouts and lazy state init
  • PostHog — Clarified cohort filter docs for CDP destinations

Also contributing to: Next.js · AutoGPT · shadcn/ui · Plane · wasp-lang · lmnr


Work

PwC US Advisory — Tech strategy and cost optimization for Fortune 500 clients. $5.2M+ in estimated savings across sourcing, ITSM automation, and IT infrastructure.

Wipro — Built a chatbot used by 100K+ employees. Shipped an ML anomaly detection model and an exception reporting algorithm at 95% accuracy. Top 5% appraisal among 10K+ people.

Polygon (MATIC) — Community growth and DeFi engagement strategy for Southeast Asia.


Stack

TypeScript Python React Next.js Node.js Claude API RAG Prompt Engineering SQL Tailwind CSS


Open to PM opportunities — cashmein.eth@gmail.com

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    AI-powered product teardown generator for PMs. Enter a company name, get a full strategic teardown from 8+ sources.

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    AI-powered Reddit-to-Twitter content pipeline. Scrapes trending Reddit discussions, generates original tweets with Claude AI, posts to Twitter/X with one click.

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    [Alpha] Video.js v10 - open source media player framework for Web and React.

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    🦔 PostHog is an all-in-one developer platform for building successful products. We offer product analytics, web analytics, session replay, error tracking, feature flags, experimentation, surveys, d…

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