Blog
Notes from real scraping & automation projects
How the systems in my portfolio were built: the problems, the approach and the lessons.
How I built a bot that reads stock-exchange filings with AI
Monitoring NSE and BSE announcements, extracting key facts from filing PDFs with Gemini, and delivering them to Telegram.
30 September 2026 · 6 min read →Turning 15+ Indian courts and tribunals into one searchable dataset
Collecting, cleaning, summarising and indexing judgments from very different court websites into Elasticsearch.
30 September 2026 · 7 min read →Scraping Google Maps listings and reviews: lessons from real projects
Infinite scroll, lazy loading and long runs: practical techniques that keep a maps scraper reliable.
30 September 2026 · 5 min read →