Work

Architecture Solution Blueprint platform

Designed and led the zero-to-one delivery of an enterprise platform that turns 1,000+ architecture patterns into real-time service recommendations, solution blueprints, and automated architecture workflows.

• Designed the rules-based recommendation and auto-certification engine.
• Built the core recommendation logic and most of the production implementation.
• Mapped security, integration, infrastructure, and deployment patterns to enterprise services.
• Built for air-gapped, security-constrained enterprise environments.
• Led five engineers through ADRs, reviews, delivery, and stakeholder alignment.

Technologies: TypeScript, React, Node.js, Rules engine, Enterprise architecture

• FINOS CALM and architecture as code
• Production RAG requires retrieval evidence and control
• Pattern matching algorithms for architecture recommendations
• Platform as a Service (PaaS)
• What is cloud computing?
• The Fundamentals of Machine Learning

Vendor-neutral observability platform

Architected a vendor-neutral OpenTelemetry and telemetry-routing platform designed for approximately 150 TB/day across 10,000+ systems, enabling governed collection and routing without coupling teams to a single observability vendor.

• Defined OpenTelemetry schemas for institutional logs and metrics.
• Combined Vector, Fluent Bit, Kafka, and Logstash into reusable collection paths.
• Created SDK guidance and onboarding contracts adopted by 20+ engineering teams.
• Designed Microsoft 365 audit-log repatriation with geolocation-aware data handling.

Technologies: OpenTelemetry, Kafka, Vector, Fluent Bit, Logstash

• OpenTelemetry pipeline architecture for vendor-neutral observability
• Microsoft 365 audit data in an OpenTelemetry pipeline
• AWS support for OpenTelemetry with ADOT and CloudWatch
• Splunk support for OpenTelemetry collection and OTLP
• Datadog support for OpenTelemetry and OTLP ingestion
• Dynatrace support for OpenTelemetry and native OTLP
• Elastic support for OpenTelemetry and managed OTLP ingestion
• Distributed cloud
• Multi-cloud architecture
• Serverless computing and Function as a Service

ASB Assist

Building an LLM and RAG architecture assistant that turns natural-language requirements into architecture recommendations and diagrams using retrieval, tool integration, evaluation, grounding controls, guardrails, and auditable workflows.

• Designing permission-aware retrieval and citation validation for architecture knowledge.
• Building offline evaluation for recommendation quality, grounding, and failure behaviour.
• Applying guardrails and approval boundaries before generated output can influence architecture decisions.
• Exploring MCP and agent-gateway patterns for controlled tool access.

Technologies: Python, LLMs, RAG, Evaluation, Tool integration

• Production RAG requires retrieval evidence and control
• Design safe tool use for AI agents
• Evaluate LLM systems as systems
• Define the boundaries of a production RAG system

Healthcare verification platform

Joined as the first engineer and built the platform across React and TypeScript, Node.js APIs, verification workflows, document-classification integration, and AWS EKS in a regulated healthcare environment.

• Designed HIPAA-conscious data handling and audit logging.
• Built a Hyperledger Fabric verification layer and ERC-20 contracts.
• Containerised the platform and automated deployment workflows.
• Integrated document-classification models for medical record processing.

Technologies: React, Node.js, AWS EKS, Hyperledger Fabric, Solidity

• What is Blockchain?
• Hybrid cloud
• Infrastructure as a Service (IaaS)

DCS-BBN

A peer-to-peer archival storage network using Solidity smart contracts, Hyperledger Fabric, and privacy-preserving verification. Published by Springer.

Automatic trading system

A low-latency trading system that combines live brokerage APIs, market-data streams, quantitative signals, position sizing, and automated risk controls.