Hi, I'm Simon

Software engineer writing about production-ready AI agents, LLM-powered lead generation, and scalable systems that drive real revenue.

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What I Do

> I build things that make a difference.

AI Lead Generation

I build AI systems that find, qualify, and engage leads on autopilot. Automated prospecting, personalized outreach at scale, and enrichment pipelines that fill your CRM with warm leads.

Production-Ready AI Agents

I ship agentic workflows that run unsupervised in production. Reliable tool use, error recovery, observability, and human-in-the-loop patterns built for real workloads.

LLM-Powered Automation

I replace manual processes with LLM pipelines that actually work. Document processing, content generation, data extraction, and decision-making systems with eval frameworks to keep them honest.

System Design

I design systems that won't fall over as you grow. Clear technical roadmaps and architectures that handle 10x your current load.

Cloud & DevOps

I set up infrastructure and CI/CD pipelines so your team ships fast without breaking things. Automated deployments, observability, and cost-efficient cloud setups.

MVP Development

I turn your concept into a working product fast. A polished MVP to test with real users, validate your market, and start generating traction.

Projects

> Things I've built and shipped.

Cold Email AI

SaaS platform that generates hyper-personalized cold emails using AI. Scrapes prospect data, enriches leads, and crafts outreach sequences that convert.

Next.jsTypeScriptOpenAIPostgreSQLResend

AI Voice Agent

Conversational voice agent for automated phone calls. Handles inbound and outbound calls with natural speech, real-time transcription, and tool calling.

PythonFastAPITwilioDeepgramOpenAIWebSockets

AI Chatbot

Custom chatbot builder that lets businesses deploy AI assistants trained on their own data. RAG pipeline with document ingestion and real-time streaming.

ReactNode.jsLangChainPineconeRedis

AI Social Scraper

Scrapes and analyzes social media profiles, posts, and engagement data across platforms. Exports structured datasets for marketing and research.

TypeScriptPlaywrightNestJSMongoDBBull

Tech Stack

> Tools I use to get things done.

Languages

TypeScript · JavaScript · Python · C++ · Swift

AI / LLM

Claude · OpenAI · LangChain · RAG · Vector DBs · Agent Frameworks

Frontend

React · Next.js · Astro · Tailwind

Backend

Node.js · Express · NestJS

Data

PostgreSQL · MongoDB · Redis · Pinecone

Cloud

GCP · Cloudflare · Vercel

DevOps

Docker · Kubernetes · Terraform · Git · GitHub · Linux

GTM

AI Prospecting · Automated Outreach · SEO · Content Strategy

Experience

> Where I've been shipping code.

2023 - Present

Software Engineer

Darktrace

Building cybersecurity solutions and threat detection systems.

2021 - 2023

Software Engineer in Test

PlayStation

Developing test automation frameworks and ensuring software quality.

Blog

> Thoughts on code and craft.

Apr 11, 2025