Rocket.Chat's embeddable chat widget—modernized, federated, and extended with a provider-agnostic AI layer.
Reviewing contributions and stewarding EmbeddedChat after GSoC.
Shipped modernization, federation, and the AI adapter track.
Established the project path through Matrix and API work.
Two builds where model behavior, system constraints, and product interaction meet.
A schema-constrained LLM pipeline that turns a plain-English description into validated UI-Kit blocks and a live, drag-and-droppable Layout Editor component.
An end-to-end speech and NLP pipeline that predicts grammar proficiency from audio, reaching 0.676 Pearson correlation across five-fold cross-validation.
The roles that shaped the current open-source and systems practice.
Reviewing pull requests from new contributors and stewarding the project after GSoC.
Building production AI agents and multi-step workflows on Azure AI Foundry, with Python/FastAPI integrations and Azure delivery.
Modernized the monorepo, migrated the client, shipped Matrix federation, and built the AI adapter track.
Built the anchor Matrix integration and improved the API layer and WebSocket session behavior.
Built data pipelines and PostGIS schemas for a real-time geospatial CBRN detection system in R&D.
A public research record with a persistent DOI.
Aryan Verma · Aman Shukla
Tools grouped by the work they support, not by logo count.
For AI systems, developer tooling, or open-source product work, send a note or inspect the public record.