Projects That Actually Ship
Real automation systems, data pipelines, and SaaS products we've built for clients. Not demos or prototypes — production systems running right now.
Web Automation & Bots
Automation that works on platforms that fight back
The Challenge
Both platforms employ aggressive fingerprinting, rate limiting, and behavioral analysis that blocks conventional automation within hours.
Our Solution
Built a stealth automation layer with human-like typing patterns, randomized delays, browser fingerprint rotation, and session persistence. The system handles account warm-up, content scheduling, and automatic recovery from detection attempts.
Tech Stack
The Challenge
Twitter's signup flow includes multiple verification layers, Arkose Labs challenges, and aggressive device fingerprinting that makes automation extremely difficult.
Our Solution
Developed a complete signup pipeline with residential proxy rotation, SMS verification integration, automated CAPTCHA solving, and fingerprint spoofing. Each account appears as a unique device with realistic browser characteristics.
Tech Stack
The Challenge
LinkedIn actively detects and bans automation. The platform uses various signals including mouse movement patterns, session behavior, and API request analysis.
Our Solution
Created a human-mimicking automation system with natural scrolling, realistic form-filling speeds, and intelligent job filtering. The bot manages multiple sessions, handles 2FA, and adapts to LinkedIn's constantly evolving detection systems.
Tech Stack
The Challenge
Amazon's seller dashboard is heavily protected with session management, CAPTCHA challenges, and behavioral monitoring that makes automation unreliable.
Our Solution
Built a resilient automation framework that handles session persistence, automatic re-authentication, and graceful error recovery. The system manages inventory updates, order tracking, and reporting without triggering security alerts.
Tech Stack
Web Scraping & ETL
Data extraction from the web's toughest targets
The Challenge
Amazon employs one of the most sophisticated anti-scraping systems in e-commerce, with rate limiting, CAPTCHA walls, and IP blocking.
Our Solution
Developed a distributed scraping infrastructure with intelligent proxy rotation, fingerprint randomization, and request throttling. The pipeline processes data through Airflow, handles deduplication, and loads directly into client databases.
Tech Stack
The Challenge
Each platform has different page structures and data formats, requiring custom scrapers for each source.
Our Solution
Built scrapers for each target platform with price normalization to output unified data. Set up scheduled runs and alerts for significant price changes.
Tech Stack
SaaS Development
Production-ready products with modern architecture
The Challenge
Converting a ComfyUI workflow into a production-ready service required handling GPU inference at scale, implementing usage-based billing, and building a polished user experience.
Our Solution
Transformed the ComfyUI workflow into clean, maintainable code. Built the full platform with Next.js App Router, Clerk for multi-tenant authentication, Stripe for subscription and usage-based billing, and Drizzle ORM for type-safe database access. The rendering pipeline runs on dedicated GPU infrastructure with queue management.