3× daily
Playwright pipelines
Authenticated scraping at scale. MFA handling, session persistence, credential rotation, mid-flow recovery. Pipelines that run without manual intervention.
Browser automation engineer
Nawaaz Kortiwala
I build scraping infrastructure that stays alive.
Browser automation · Playwright pipelines · Zero-downtime systems
100+ integrations · 0 failures
· running for 380+ days
02 — CAPABILITIES
Expertise
Four things, done at production scale. Everything else is outside the surface area.
9 failure types
Self-healing automation
Error classification with distinct failure scenarios. Checkpoint-based workflow recovery. Browser persistence pools. Systems that detect, diagnose, and recover automatically.
3-tier OCR
Data extraction
AI-powered document scraping: regex matching, targeted OCR, full-image OCR. Confidence scoring and retry logic. From messy PDFs to clean structured data.
Live on Web Store
Chrome extensions
Production extensions on the Chrome Web Store. DOM manipulation, content scripts, service workers. Auth routing, team usage monitoring, data overlay tools.
03 — Selected work
Work
Production data sync — US proptech
6 pipelines · 100+ integrations · 3× daily · 1 year uptimeSole engineer on a mission-critical data synchronisation system across authenticated mortgage lender portals.
- TypeScript
- Playwright
- MongoDB
- OpenAI
Autowright
Self-healing Playwright · 12 error categories · 24 scenariosAI-powered self-healing for browser automation. One import line changes, everything else is invisible.
- TypeScript
- Playwright
- Claude Agent SDK
- Docker
CodeTeleport
Claude Code session sync · MCP server + CLISaaS product for syncing Claude Code sessions across machines. Live at codeteleport.com.
- Hono
- Cloudflare Workers
- Turso
- R2
AI Auto-Response Chrome Extension
Real-time AI chat management · Chrome extensionDOM-injected message monitoring with AI-powered context-aware replies.
- TypeScript
- Chrome Extensions
- OpenAI
04 — Writing
Blog
Notes on browser automation, self-healing systems, and keeping things alive.
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Browser persistence pools: eliminating MFA fatigue
Keeping authenticated sessions warm across scraping runs
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Building self-healing Playwright with JS Proxy
How Autowright detects, diagnoses, and fixes automation failures
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How I keep 100+ scrapers alive
Error classification patterns for browser automation at scale
05 — Direction
About
I’ve spent 6+ years building software — React apps, geo-intelligence platforms, e-commerce systems. The last year changed my trajectory. I became the sole engineer on a production data sync system for a US proptech company: 6 Playwright pipelines, 100+ integrations, running 3× daily across authenticated mortgage platforms. That work taught me what I want to do for the next decade — make browser automation reliable at scale.
I run Korvol Technologies, a DPIIT-recognised startup based in India. I work remotely on US schedules. I’m looking for long-term engagements where I own the automation infrastructure — not one-off scripts, but systems that need to stay alive.
Stack
- TypeScript
- Node.js
- Playwright
- Puppeteer
- MongoDB
- PostgreSQL
- Docker
- Cloudflare Workers
- Claude Agent SDK
- OpenAI API
06 — Get in touch
Let’s talk
Available for long-term contract work in browser automation, Playwright pipelines, and scraping infrastructure.
nawaaz@korvol.com