Our Work

Projects & Case Studies

Selected projects demonstrating our engineering approach and the results we deliver. Client names are withheld where engagements are confidential.

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 the cTrader and OANDA APIs. Features real-time cycle analytics, automated execution, and performance dashboards.

• 10–100× job performance gains
• Live multi-asset execution
• Automated cycle detection

Databricks Lakehouse Optimisation

Data Engineering

Comprehensive Spark performance tuning for Delta Lake workloads — liquid clustering, shuffle optimisation, adaptive query execution, and cost-based optimisation strategies — delivering measurable compute cost reduction.

• 50–90% infrastructure cost reduction
• Up to 100× faster Spark jobs
• Production-tuned cluster configurations

Multi-Agent AI Orchestration Platform

AI Systems

An autonomous agent platform with a central orchestrator and specialised sub-agents for content creation, monitoring, and pipeline management, integrated with a CMS and vector knowledge stores for context-aware execution.

• Coordinated autonomous agent teams
• Automated content pipeline
• Vector-backed knowledge stores

Data Infrastructure & Content Platform

Full Stack

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

• Docker container orchestration
• Custom CMS theme & deployment
• Cloudflare + Traefik TLS

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