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Full-stack Developer

Portrait of Eamon Boyle

Eamon Boyle

I design high-throughput systems in .NET and turn messy data into deterministic pipelines.

Production-grade systems. Real constraints, plus ML coursework and research-style work in Python.

Belfast, Northern IrelandEmailGitHubLinkedIn
15+
Years shipping production software
Full-stack
.NET, SQL Server, TypeScript, React
Internal systems
Platforms, data pipelines, integrations

Reliable software, owned end to end.

Belfast, Northern IrelandFull-stack Developer

I turn ideas into software that works. I work across C#/.NET, SQL Server, and React to build scalable systems for media and entertainment.

Beyond the day job, I stay close to how AI is changing delivery and quality, I tinker with new tech, ship side projects, and I like owning the full cycle from concept to deployment. I’m also building foundations in machine learning: Codecademy’s Machine Learning Fundamentals path, Jupyter notebooks, and experiments you can browse on my GitHub. Always learning, always creating, and always looking for the next idea worth building.

Outside of work: photography, tinkering with local LLMs, and hands-on ML study with notebooks and small repos on GitHub.

Where I've been

A few places I've shipped code and learned things the hard way. Open any role for detail; dates are easy to cover in conversation.

Stuff I've built

Side projects, experiments, and the occasional thing that actually got finished.

MSSQL MCP Server

MCP server that lets AI assistants (Claude, Cursor, VS Code) query and manage Microsoft SQL Server using natural language. Natural language to SQL, CRUD, schema management, multi-database support, read-only mode. Published on npm; one-click install for Cursor and VS Code.

TypeScriptNode.jsMCPMSSQL

EV charging load prediction

Regression project predicting residential EV charging energy (kWh) from Norwegian charging and traffic data. Started from an exploratory notebook; evolved into an installable Python package with sklearn baselines, PyTorch MLP, CLI, tests, CI, and optional FastAPI and Streamlit frontends.

PythonPyTorchscikit-learnJupyterFastAPIStreamlit

Wine dataset k-means

Unsupervised learning exercise in Jupyter: k-means clustering on the classic wine dataset, with practice in feature scaling and interpreting cluster structure.

PythonJupyterscikit-learn

Masculinity machine learning project

Course-style ML project in Jupyter working with tabular survey data: preprocessing, modeling, and evaluation in a focused end-to-end notebook.

PythonJupyterpandasscikit-learn

Swoopster

Reverse marketplace where buyers post requests and sellers make offers. Real-time messaging, Stripe Connect, escrow, user reviews, image uploads, push notifications, and admin moderation.

Next.js 15TypeScriptDrizzle ORMPostgreSQLClerkShadcn UITailwind v4Stripe ConnectPusherUploadThingUpstash RedisSentry

Drone Weather App

React Native app for drone pilots with real-time weather data, customizable safety thresholds, and hourly/weekly forecasts. Helps determine safe flying conditions.

React NativeExpoTypeScriptNativeWind

CodeMaster

Interactive coding learning system with challenges, courses, and real-time code execution. Built with T3 stack, Clerk auth, and Shadcn UI.

Next.jsTypeScriptClerkPrismaShadcn UI

Keyboard Battles

Fast 1v1 typing battles with server-scheduled round starts for fairness. WebSocket-based matchmaking, RTT-aware timing, and rolling rounds with rematch support.

Node.jsTypeScriptViteReactWebSocket

Ask PDF.io

Web app to upload PDF documents and ask questions about their content using AI. Full-stack with authentication and database.

Next.jsPrismaPlanetScaletRPCKinde Auth

MCP Frontend Issue Finder

MCP server that analyzes React codebases for type errors, security issues, performance bottlenecks, and refactoring opportunities. Integrates with Cursor and Claude Code.

TypeScriptMCP

Writing that sits closer to delivery than performance.

Essays on migrations, ingestion pipelines, and the operational details that decide whether software remains trustworthy after it ships.

Read the archive

The usual suspects

Languages, frameworks, and tools I reach for when building things.

Languages

C#TypeScriptPython

Frameworks

React.NET Core.NETNextJSVite

Cloud

AWSAzure

Databases

SQL ServerPostgresMongoDB

Tools

GitGitHubJupyterDockerCI/CDGitHub Actions

Other

Machine learning