Integrating finetuned multimodal LLM's into clinical healthcare applications that span multiple verticals, including speech therapy, patient-nurse interaction settings, etc.

Writing technical deep dive blog posts on various programming topics, not including to: React internals, Node.js, FastAPI, distributed systems, and computer security topics.

Taught myself how to implement 12+ Machine Learning papers using PyTorch, focusing on Transformers and convolutional neural networks (using CIFAR-100) dataset.

Launched LLM-God, an Electron desktop app that allows users to prompt multiple LLM web interfaces at once! Achieved 220+ stars on GitHub and over 22k impressions on Twitter.

Architect of other projects like a version of the popular Microsoft game Wordament, a Google Chrome extension to block YouTube, a simple geographical locator, and a new version of Whitehouse.gov.

• Utilized FastAPI/SQLAlchemy to develop backend functionality to accelerate retrieval speed of up to 25 most similar records in a dataset using 500+ embeddings generated through natural language techniques. Designed a backend workflow using new SQLAlchemy models to migrate 100+ YAML configs from five files into PostgreSQL, enabling dynamic updates via a React frontend and eliminating backend restarts during development.

• Improved frontend reliability and speed for proprietary AtomAssist chatbot, by optimizing markdown processing for artifacts feature. Implemented role-based access control with error handling for access management, ensuring more secure access to 10+ unique web app features on the frontend like AtomAssist chatbot, and Cluster Analytics.

• Improved reliability of company’s blog page by using JavaScript to properly render 50+ blog images with fallbacks. Improved developer velocity by adding a URL route to show the API status, serving 100 requests / min from around 50 authenticated users.

• Streamlined 150 Jest unit tests by refactoring 5 metadata API calls to occur in the beginning of testing runs, accelerating unit testing time by 27%.