Hi, I'm
Senior Software Engineer leading the design, architecture, and development of enterprise-scale software solutions across government, logistics, retail, and SaaS industries. Strong background in software architecture, system design, full-stack engineering, API development, distributed systems, and cloud-native applications. Experienced in making technical decisions, solving complex engineering challenges, and delivering scalable, maintainable solutions using React, Node.js, Python, Java/Spring Boot, and .NET across AWS, and Azure. Combines hands-on engineering expertise with technical leadership, guiding solutions from architecture and design through implementation, integration, and production deployment.
Experienced in designing and building AI-powered software development harnesses and multi-agent workflows that integrate AI coding assistants with Git/GitHub, Jira, code reviews, and development pipelines. Automates development activities across planning, implementation, testing, code review, and deployment, using agent orchestration and tools to improve engineering productivity and software delivery.
Designing and deploying microservices, serverless workloads, REST/gRPC APIs, and responsive frontends using modern cloud infrastructure (AWS/GCP, Docker, Kubernetes, IaC).
Architecting low-latency, real-time conversational AI solutions integrated into web applications and communication stacks with multimodal APIs, handling dynamic routing, state persistence, and backend service integration.
Engineering local developer harnesses and autonomous execution environments that pair open-source models and Claude with codebases for automated refactoring, code generation, and complex workflow orchestration.
AI Models
Claude (Anthropic), Gemini, Gemini Live, Gemma, Azure OpenAI
Agentic AI
MCP, Tool Calling & Structured Output, Multi-Agent Loops, Claude Code, Voice Agents (LiveKit)
AI Platforms & MLOps
Anthropic Claude API, Vertex AI, Ollama, vLLM, RAG, Vector Databases, Performance & Cost Optimization
AI Video & Media
ComfyUI, Wan 2.2 (Image-to-Video), Flux, AnimateDiff, Kokoro / Piper TTS, Kdenlive
Languages
Python, JavaScript (ES6+), TypeScript, Java, Spring Boot
Frontend
React, Next.js, Vite, Tailwind CSS, MUI, HTML5, CSS3
Backend
Java / Spring Boot, Node.js, Express, FastAPI, REST / gRPC APIs
GCP
Cloud Run, Cloud Build, Compute Engine, Vertex AI, Firestore
AWS
Lambda, ECS, CDK, CloudFormation, API Gateway, EventBridge, EKS, RDS
Azure
AKS, App Service, Functions, Event Grid, API Management, DevOps, GPT-4
Databases
PostgreSQL, MySQL, MS SQL, MongoDB, RDS
ML & Optimization
OpenCV, Google OR-Tools
CI/CD & Tools
Azure DevOps, GitLab, Docker, Kubernetes, Infrastructure as Code
November 15, 2026 · 11 min read
A coding agent's token count does not tell you whether it writes good software. Here's how I'd combine distributed tracing, operational metrics, automated evaluation, and delivery outcomes.
November 15, 2026 · 8 min read
Autonomous coding agents need more than a prompt telling them to stop. A practical look at token budgets, execution limits, checkpoints, loop detection, and resource governance.
November 12, 2026 · 9 min read
The agent proposes; the harness verifies. An eight-stage loop where Claude writes stories, code, and tests, and every claim it makes has to survive a deterministic gate it does not control.
October 25, 2026 · 10 min read
How I use Gemma, running locally through Ollama, to draft, validate, and ship posts for this site: a small Node script, structured JSON output, a build gate, and one command to deploy to Cloud Run.