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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 PostHog, Immich, Actual Budget, and wasp-lang — 8 merged PRs + 3 open across 7 repos
  • Building twitter-agent — AI content pipeline: Reddit scraping, synthesis, automated publishing

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, soccer, space, and product management. Each piece synthesizes 5-12 sources with an original take. No summaries, no fluff.

Recent pieces:


Open Source Contributions

Shipped code to production at:

  • PostHog — Cohort filter copy fix, is_set null values bug fix, between/datepicker UI fix (3 open PRs)
  • Immich — Substring matching for person name search (merged)
  • Actual Budget — Preserving schedule link when merging transactions (merged)
  • wasp-lang — Auth pills border style fix (merged)
  • melonJS — Turbo dependency bump (merged)
  • llm-d-prism — Documentation fix (merged)
  • KanaDojo — Trivia question and Japanese proverb additions (2 merged)

Also contributed to: Directus · Vercel AI SDK · Dify · Plane


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

Popular repositories Loading

  1. product-teardown product-teardown Public

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

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  2. twitter-agent twitter-agent Public

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

    TypeScript

  3. kana-dojo kana-dojo Public

    Forked from lingdojo/kana-dojo

    Aesthetic, minimalist platform for learning Japanese inspired by Duolingo and Monkeytype, built with Next.js and sponsored by Vercel. Beginner-friendly with plenty of good first issues - all contri…

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  4. v10 v10 Public

    Forked from videojs/v10

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

    TypeScript

  5. posthog posthog Public

    Forked from PostHog/posthog

    🦔 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…

    Python

  6. plane plane Public

    Forked from makeplane/plane

    🔥🔥🔥 Open-source Jira, Linear, Monday, and ClickUp alternative. Plane is a modern project management platform to manage tasks, sprints, docs, and triage.

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