Our Work

What we have built.

Projects spanning agentic AI systems, full-stack applications, and technology consulting engagements. Case studies coming soon — check back shortly, or reach out to hear about relevant work directly.

Case Studies

Work we can talk about

Infrastructure & Observability

Enterprise monitoring stack replaced with open source — 80% cost reduction

Replaced HP, Cisco, Splunk, SolarWinds, and PagerDuty with a fully open source monitoring stack. Zero functionality lost. Licensing costs cut by 80%. 10+ tools migrated with parallel validation before each decommission.

80% cost reduction10+ tools replaced0 functionality lost
LibreNMSPrometheusELK StackGrafanaWazuhNetBox
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FinTech & Algorithmic Trading

AI-driven adaptive algo trading platform — from losses to consistent profitability

Built a dynamic algorithmic trading platform for a FinTech firm. Strategy selection adapts in real time based on market regime, news sentiment, macro indicators, earnings, and technical analysis. HFT to positional trading on one intelligence layer. Full backtesting and simulation before live deployment.

L→P losses to profit trade modes6+ signal layers
PythonLangChainTensorFlowKafkaTimescaleDBGrafana
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Database Architecture & Migration

MS SQL Server to MongoDB — license savings reinvested into a 3-node HA cluster

Redesigned a company's data architecture and migrated from MS SQL Server to MongoDB with zero downtime during business hours. Eliminated licensing costs entirely and redirected the savings into a load-balanced 3-node cluster — same budget, triple the infrastructure and high availability.

100% license cost eliminated infrastructure<4min total downtime
MongoDBNGINXReplica SetMongooseETL PipelineHA
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QA Engineering & DevOps

Zero QA process to full CI/CD automation — then 10× faster with Playwright

Built an entire QA discipline from scratch for a fast-growing product company: CI/CD, Jira, release management, and a Java + Selenium + BDD framework. Then led the migration of thousands of Selenium tests to Playwright and TypeScript — cutting execution time by 90% and unifying the dev and QA tech stack.

0→∞ QA from nothing÷10 execution time1 shared tech stack
PlaywrightTypeScriptSeleniumBDDGitHub ActionsJira
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Areas of Work

What we have been building

Agentic AI Systems

Multi-agent pipelines, autonomous workflow systems, and LLM-powered applications built for production use.

Full-Stack Products

End-to-end product builds for startups and enterprises — from architecture to deployment and beyond.

Developer Tooling

AI-augmented development, testing, and DevOps tooling that makes engineering teams faster and more reliable.

Consulting Engagements

Technology strategy, AI readiness, and embedded engineering for organisations navigating transformation.