At Habitat Code, I design and run evaluation pipelines that benchmark models on recreating pull requests from public open-source repositories. I analyze failure modes and recommend improvements to model and dataset quality.
At Unify.AI (formerly Ivy), I expanded framework functionality, debugged and tested for stability, and contributed to new features. I also shared issues, bug reports and feature requests with the project community.
Through freelance work on Upwork, I delivered Go and Python APIs and microservices on AWS, GCP and Azure. I also built data pipelines and ML integrations and handled requirements, testing and deployments.
My open-source projects include work on ZIO-HTTP’s OpenAPI module, a recycle-bin feature for Docmost, and an improved Confluence integration for MindsDB. I also built ChatPDF, a conversational PDF application using the Gemini API.

