Our work
We build things that work. From scraping pipelines and AI systems to full-stack products — here's a sample of what our team has shipped.
Built a Retrieval-Augmented Generation system for investment analysts. Ingests earnings reports, news, and SEC filings into pgvector. Users ask natural-language questions and get sourced answers in seconds.
Scrapy-based pipeline collecting pricing data from 40+ European retail sites daily. Handles Cloudflare, dynamic JS rendering, and proxy rotation. Outputs structured data to a reporting dashboard.
Multi-source company intelligence scraper hitting Crunchbase, PitchBook, Enlyft, and company websites. Enriches 22 companies per run with founders, investors, tech stack, and contact info. Outputs to AWS S3.
8 parallel systemd timers monitoring Upwork search queries. Headless Chrome bypass of Cloudflare, full job + client info extraction, Telegram notifications. Global deduplication across all searches.
Platform where tenants post their requirements and landlords reach out. Next.js 14 frontend, FastAPI backend, deployed on AWS EC2. SEO-optimized landing with conversion-focused UX.
Fully automated blog publishing pipeline: AI writes SEO articles daily, pushes to GitHub, waits for CI/CD deploy, and confirms success. Runs for 3 sites simultaneously with separate tone and rules per site.
We'll scope it, staff it, and ship it. Check out our services or hire a dedicated team.
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