Tim Williams
Lead Developer & Cloud Architect
Over 17 years of experience in designing and building scalable web and mobile applications using cutting-edge technologies.
Technologies I Excel With
From frontend frameworks to cloud architecture, explore the technologies that power my projects.
OpenAI
AI platform for building and running applications. Used for building and running applications without provisioning or managing servers.
AWS
Amazon Web Services cloud platform. Architected and deployed scalable applications using EC2, S3, Lambda, RDS, and more.
PHP
Server-side scripting language. Extensive experience building web applications, APIs, and WordPress solutions.
JavaScript
Core language for both frontend and backend development. Extensive experience with ES6+ features, async/await, and modern JS patterns.
DevOps
CI/CD pipelines, infrastructure as code, monitoring, and deployment automation. Focus on streamlining development workflows.
MySQL
Relational database management. Designed normalized schemas, optimized queries, and managed large datasets.
TypeScript
Strongly typed JavaScript for large-scale applications. Used for building maintainable, scalable codebases with better developer experience.
MCP
Model Context Protocol for building composable AI tool servers. Used to create specialized copilots that any AI assistant can drive — including AI Charts and AI Sound.
Leadership & Soft Skills
Beyond technical expertise, I bring strong leadership, communication, and project management skills essential for team success.
Architecture Planning
Designing scalable system architectures, planning technical migrations, and making technology stack decisions.
Technical Communication
Translating complex technical concepts for non-technical stakeholders and facilitating cross-team collaboration.
Technology Evaluation
Researching and evaluating new technologies, frameworks, and tools for potential adoption in projects.
Project Management
Planning, scoping, resourcing and delivering end-to-end software projects. Experience with both waterfall and agile methodologies.
Stakeholder Management
Managing relationships with clients, executives, and cross-functional teams to align technical solutions with business objectives.
Technical Leadership
Leading development teams, making architectural decisions, and driving technical strategy across multiple projects and teams.
Featured Projects
Discover the projects that shaped my career and the technologies that made them possible.
AI Sound
2026 - PresentAI-native audio editor built as a modern replacement for Audacity, with LLM integration at its core.
AI Charts
2026 - PresentAI-powered flowchart, ERD, and swimlane diagram builder with a built-in AI assistant and an MCP server exposing 18+ tools for external AI integration.
GTZenda
2025 - PresentEnterprise document intelligence pipeline that ingests procurement data from AI agents, classifies and normalizes documents using LLM processing, and pushes structured data into a government sales intelligence platform.
Career Timeline
My professional journey across companies and roles, building expertise in modern technologies.
eRepublic LLC
CurrentLead Developer with over 15 years of experience, specializing in designing and building scalable web and mobile applications using cutting-edge technologies like AWS, Node.js, Vue, PHP, and Laravel. My expertise lies in developer coaching, developer experience, driving innovation, and delivering high-impact, user-centric solutions across diverse modalities.
7 years7 projectsView Details ->New Paradigm Web Development
CurrentIndependent web development consultancy specializing in custom web applications, e-commerce solutions, digital transformation projects and mobile applications. Focused on delivering innovative solutions using modern technologies and agile development practices.
17 years5 projectsView Details ->Intellaegis
Helped reengineer MasterQueue a monolith On-Prem web application to a secure distributed cloud platform. Developed and implemented security and stability focused policies and coding practices leading to rapid audit compliance.
2 years1 projectView Details ->eRepublic Inc.
Built and deployed many website and CMS solutions for eRepublic's publications. Built web-based productivity tools that integrate CRM solutions with external systems. Working on efficient facilitation of webinars, white papers, and other digital products.
7 years0 projectsView Details ->
Career Stories
Read about the key moments, challenges, and achievements that define my professional growth.
Building Navi: An Agentic Layer Inside a Legacy PHP Codebase
How I dropped a production-grade agent into a decade-old PHP application by treating context, model routing, and sparse data layers as first-class architectural concerns.
Replacing a Manual Workflow with a Multi-Stage Agentic Pipeline
How I turned a slow, human-in-the-loop procurement intake process into a nine-stage automated pipeline that classifies, summarizes, and validates documents at scale.
Latest Publications
Read my latest articles and insights on technology, development practices, and career growth.
Benchmarking Models in the Real World
I tested a bunch of SOTA LLM models on real world agentic tasks that go beyond coding and typical business processes and really stress them. There were some shocking...

AI’s Real Impact on SDLC: Why Marketing Doesn’t Match Reality
There’s a growing disconnect between what AI companies are promising and what developers are actually experiencing.You’ve probably seen the headlines: “10x developers,” “end of software engineering...

Move Fast and Break Things, or Be Left Behind by Your Competitors
The Tuesday Morning Slack Message That Could Have Been Any TuesdayPicture this: It’s 9:47 AM on a Tuesday. A deployment went sideways over the weekend. A customer-facing feature is broken. Someone’s...
Latest Episodes
Listen to the latest episodes of Rubber Duck Radio — exploring software development, architecture, and technology.
RAG Isn't Dead, You're Just New Here
Tim Williams, Paul Mason
In this episode, Tim and Paul dismantle popular 'RAG is dead' and 'MCP is over' hot takes, revealing what these declarations actually say about the author's place on the AI learning curve. They explor...
AI's Demos vs. Dev Reality: The Bill Is Coming Due
Tim Williams, Paul Mason
Tim and Paul dissect the real story behind Anthropic's locked-down Claude Mythos and OpenAI's public GPT-5.5 release, hint: it's about compute, not danger. They expose the coming end of AI's VC-subsid...
Where Open Source LLMs Are Actually Ahead
Tim Williams, Paul Mason
Open source LLMs just hit a stunning milestone: Kimi K2.6 tied GPT-5.5 on the industry's toughest coding benchmark — and costs a fraction of the price to run. But this episode goes beyond the headline...
Explore My Work
Navigate through my portfolio to discover the interconnected web of technologies, skills, projects, and career stories.
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Discover the leadership and communication skills that drive success.
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Discover the applications and systems I've built throughout my career.
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