Our Work

Projects &
Case Studies

Selected projects demonstrating our engineering approach and the results we deliver.

Real-Time Trading Analytics Platform

Financial Services

Event-driven platform processing tick-level market data for multi-asset trading operations. Built with Python, Docker, PostgreSQL, and cTrader/OANDA APIs. Features real-time cycle analytics, automated execution, and performance dashboards.

⚡ 10-100X job perf gains📈 Live multi-asset execution🤖 AI-powered cycle detection

Databricks Lakehouse Optimization

Data Engineering

Comprehensive Spark performance tuning for Delta Lake workloads. Implemented liquid clustering, shuffle optimization, adaptive query execution tuning, and cost-based optimization strategies. Delivered measurable 10-100X cost reduction.

📉 50-90% infra cost reduction🚀 100X faster Spark jobs🔧 Production-tuned configs

Multi-Agent AI Orchestration Platform

AI Systems

Deployed autonomous Paperclip agent platform with CEO orchestrator and specialised sub-agents for content creation, SEO monitoring, and social media pipeline management. Integrated with Ghost CMS and vector knowledge stores for context-aware execution.

🤖 Autonomous agent teams📝 Auto content pipeline🧠 Vector knowledge stores

Data Infrastructure & Content Platform

Full Stack

End-to-end infrastructure design including Ghost CMS deployment with custom dark theme, PostgreSQL databases, Docker container orchestration, Traefik reverse proxy with Cloudflare TLS, and automated CI/CD pipelines for content publishing.

🐳 Docker orchestration📄 Ghost CMS with custom theme🔒 Cloudflare + Traefik TLS

Want to discuss a project? Let's talk →