Engineering production software and verifiable AI architectures.
I am a Senior Software Engineer and AI Architect with over a decade of hands-on experience designing distributed backend services, full-stack cloud platforms, and autonomous multi-agent pipelines. My background bridges high-compliance healthcare workflows, national government procurement systems, telecom data engines, and modern LLM application development.
Professional Experience
Senior Software Engineer / Engineering Lead
Leading architectural decisions and full-stack engineering for digital health platforms. Architected hybrid FastAPI/Ollama document intake engines with local sovereign model fallback and cloud routing, driving compliant GCP/Docker infrastructure.
Senior Software Engineer / Technical Lead
Directed engineering delivery for regional commercial platforms. Architected Python ETL microservices serving millions of queries, orchestrated Docker/Kubernetes container deployments, and modernized legacy C# services into modular REST APIs.
Senior Applications Developer
Architected and led technical implementation of a secure multi-tenant SaaS procurement platform for the Government of Trinidad and Tobago. Built tamper-resistant audit logs and compliant tender evaluation pipelines.
IT Analyst / Programmer
Developed API-driven enterprise integrations supporting digital court operations and inter-agency data exchange. Modernized legacy Java systems to maximize uptime and transaction integrity.
Business Systems Analyst – BI & Enterprise Integration
Delivered enterprise business intelligence, operational data warehouses, and automated cross-departmental telemetry pipelines supporting executive decision-making in oil & gas.
Engineering & Architecture Matrix
Distributed Systems & Backend
- ▸Go
- ▸Python
- ▸TypeScript / Node.js (NestJS)
- ▸REST & GraphQL APIs
- ▸Microservices Architecture
- ▸PostgreSQL / Neon
AI Engineering & Orchestration
- ▸Multi-Agent Systems
- ▸LLM-as-a-Judge
- ▸RAG Pipelines
- ▸Hybrid Sovereign Fallbacks (Ollama/Groq)
- ▸Vector Search (BigQuery/Vertex)
Cloud Infrastructure & DevOps
- ▸Google Cloud Platform (GCP)
- ▸Microsoft Azure
- ▸Docker
- ▸Kubernetes
- ▸CI/CD GitHub Actions
- ▸Linux (Fedora/Debian)
Enterprise Architecture & Platform
- ▸Multi-Tenant SaaS
- ▸RBAC & API Security
- ▸Payment Pipelines (Stripe)
- ▸High-Compliance Workflows
- ▸Performance Optimization
Featured Engineering Work
Research Navigator
An automated business validation engine that stress-tests startup assumptions against empirical market data, unit economics, and risk matrices. Combines a Vue 3 frontend, high-performance Go proxy runtime, and Python LLM-as-a-Judge audit engine.
Enterprise Clinical Intake & Hybrid AI Pipeline
Enterprise patient intake and clinical workflow automation platform. Integrates custom document parsing pipelines with hybrid local/cloud AI fallback routing (Ollama to cloud APIs) ensuring high-compliance healthcare data isolation.
Government Multi-Tenant Procurement SaaS
National-scale procurement and tender management platform engineered for strict public auditability. Features multi-tenant isolation, cryptographic audit logging, and automated compliance review pipelines.
Newsletter Herald
An automated document processing and distribution engine. Extracts unstructured text from church bulletins and reports, executes multi-stage AI summarization, and manages an automated subscriber distribution directory.
MyBriefcase Legal Suite
A court-compliant document bundling and assembly tool. Compiles multiple legal PDFs with automated cover pages, pagination, and dynamic indexes, generating cryptographically verified briefs with presigned S3 delivery.
Looking for hackathons, agent sandboxes, or weekend build logs?
Engineering Architecture Notes
Hardening the Fleet: The Battle-Tested Pitfalls & Gotchas of Multi-Agent Linux Sandboxes
Taking The Claw Deck from a single test container to a full 3-agent autonomous fleet (Hortense, Gwen, and Makeda) with Discord, Tailscale MagicDNS HTTPS, and live read-write Obsidian/Google Drive sync. Here are the 8 real-world pitfalls, proxy drops, POSIX ACL collisions, and Docker gotchas you only discover in the trenches.
2026-08-25Spawning The Claw Deck: Running Autonomous AI Agents on Fedora Linux
Building a multi-agent headquarters on Linux. Setting up our first sandbox agent Hortense with Hermes and MiniMax M3 via NVIDIA NIM, debugging Docker permissions and OpenShell gateway version drift, and creating The Claw Deck command center in Discord.
2026-08-24Tamriel on Fedora: Conquering the 100GB Linux Gaming Hurdle
The ultimate test of wiping Windows was whether my favorite MMO—The Elder Scrolls Online—would actually run. From 2023 installer timeouts and host_ieversionfail registry traps to unlocking a 240Hz screen: here is how we got ESO running at full speed on Fedora 44 with an RTX 4070.
2026-08-23Going Cold Turkey: Why I Finally Wiped Windows on My Main Machine
After years of bouncing off Ubuntu, Mint, and Debian at the first sign of trouble, I changed my strategy. From a headless HP homeserver with CasaOS to wiping Windows 11 on my Razer Blade 14 (RTX 4070)—here is my honest Day 1 reality check.
2026-07-15Architecting Multi-Agent AI Pipelines with Go, Vue 3, and Python
How we built Research Navigator using a high-performance Go proxy runtime, a Vue 3 Traffic Light UI, and an asynchronous Python LLM-as-a-Judge audit engine.
2026-07-02Resolving Channel Failures in Containerized AI Agent Deployments
A deep dive into isolating agent runtimes using Docker, mapping internal gateway ports, and ensuring robust failover over private Tailscale networks.