Practical AI builds, cloud engineering, cybersecurity, IoT systems, and hands-on IT support — built for real-world use in the DMV area and beyond.
I work across the full technology stack — from edge devices and secure networks to AI agents and cloud platforms.
Production-grade agents, RAG pipelines, and workflow automations — controlled, auditable, and genuinely useful.
Architecting and managing cloud infrastructure on AWS and Azure with reliability, security, and cost-efficiency baked in.
Defence-first from day one — threat modelling, security hardening, baseline reviews, and continuous monitoring.
Connecting edge hardware to intelligent cloud backends — sensors, microcontrollers, and real-time data pipelines.
I don't just prototype — I build controlled, auditable agentic workflows that solve real problems. From RAG pipelines and multi-agent orchestration to event-driven automations, every system is designed for production, not just demos.
Autonomous academic & web research agent that synthesises information from 50+ sources, extracts citations, and generates literature reviews with traceable provenance.
Case studyWhisper + GPT-4o pipeline generating structured summaries, action items, and sentiment analysis. Built as a serverless prototype demonstrating real-time audio-to-insight workflows.
Live demoMulti-agent orchestration prototype: intent detection, draft response generation, and confidence-based escalation logic — designed to streamline support ticket triage workflows.
Technical deep diveSecurity is the starting point, not an afterthought. Every system I build is designed with threat modelling, least-privilege access, and continuous monitoring in mind. From hardening reviews to locked-down servers — I help keep your environment secure.
Request a Security Review →Beyond sensors — connected systems that respond intelligently to the real world. End-to-end IoT pipelines from edge firmware to cloud dashboards, secure by design.
A cross-section of real builds — AI agents, IoT deployments, cloud infrastructure, and hardened security systems.
End-to-end technology services across all five domains — from edge hardware to intelligent cloud systems.
Tier 1–3 support, hardware repair, network troubleshooting, Active Directory, VPN, and end-user consulting for businesses of all sizes.
AWS and Azure architecture, Terraform IaC, cost optimisation, CI/CD pipelines, containerisation, and production deployments.
Custom LLM agents, RAG pipelines, chatbots, and intelligent workflow automations using LangChain, CrewAI, and major AI APIs.
Security hardening, network reviews, server audits, SIEM setup, and zero-trust architecture design — defence-first on every build.
End-to-end IoT solutions — device firmware, secure cloud integration, real-time data pipelines, and monitoring dashboards.
Server setup, hardening, scripting, monitoring, and ongoing maintenance for Ubuntu, Debian, and RHEL environments.
Whether you need an AI agent, a secured cloud environment, an IoT deployment, or reliable IT support — I'm open to projects, contracts, and full-time roles.
Got a vision worth building? Vincent is always exploring new ideas — from AI tools and cloud systems to IoT and security projects. Whether you want to collaborate, contribute, or simply connect around shared interests, the door is open.