ZenML is an open-source MLOps + LLMOps framework that enables data scientists to takeownership of the entire machine-learning pipeline.• Developed an AI-driven development tool for ZenML's VSCode extension that diagnoses brokenML pipelines and makes inline recommendations to the user's code. (Node.js, TypeScript)• Engineered prompts to minimize hallucinations and ensure useful responses across an array ofpopular LLM providers. (ChatGPT, Gemini, Anthropic, TokenJS)• Authored a technical blog post about the challenges of working with the VSCode API and LLMs.

Reverb is an open-source, self-hosted, event-driven, asynchronous workflow engine that abstracts away the logic and infrastructure developers need to orchestrate complex background tasks.• Developed a micro-service architecture hosted on AWS for ingesting events, mapping events to workflows, and executing these workflows (AWS ECS, EC2, Fargate, Lambda, RDS, RDS Proxy)• Implemented a relational database to serve as a durable task queue for asynchronous handling of events and tasks (PostgreSQL, Graphile Worker)• Wrote a TypeScript SDK, exposed through an NPM package, enabling developers to define workflows as step functions and expose them to remote procedure calls• Published production-ready, CJS and ESM format-compatible NPM packages• Containerized the application code for deployment in multiple environments (DockerHub Images, Docker Compose)• Implemented structured logs for monitoring workflow state, which are saved into a NoSQL database (Winston, MongoDB)• Built Reverb's UI dashboard for monitoring event logs, allowing observability without needing to manually SSH into the EC2 instance (React)• Implemented comprehensive unit tests to prevent code-base regression (Jest)• Collaborated with an International team of four engineers asynchronously via daily standups and mob programming (Git/Github, Slack, Trello)• Authored a technical case-study on Reverb’s implementation, architecture and development challenges

Developed various personal, open-source web applications during my career transition.• HTTP Hoarder: A tool for inspecting webhooks and HTTP requests (Node.js, Express, React, MongoDB, WebSockets, Digital Ocean Droplet, Nginx)• HelloCart: An e-commerce shopping cart (React, Express, Node.js, MongoDB)• Pantry Pal - A Single Page Application for recording recipes and managing ingredient stock (Ruby, Sinatra, ERB, SQL)

Worked with dozens of clients on per-contract basis, integrating rapidly into existing small teams and design philosophies for visual design projects