Here’s what I do in focus mode.
Developed an advanced NL2SQL system that converts natural language queries into SQL commands, leveraging LangChain and OpenAI. The system includes query checking, real-time chart generation via Python, and supports both client and employee interfaces on a BCNF-compliant database....
Created a private, open-source Retrieval-Augmented Generation (RAG) system using LangChain and LlamaIndex. The system parses PDFs into a vectorial database via a custom parsing pipeline, enabling advanced information retrieval and context-aware responses....
secretAssistant is a productivity tool that leverages the OpenAI API to provide quick and concise answers to your clipboard content. By utilizing simple keyboard commands, you can query, refine, and retrieve detailed responses from GPT-4o....
Discover how memory optimization techniques like weight quantization enable the deployment of powerful language models in resource-constrained environments. Explore the trade-offs between precision and memory efficiency with practical experiments, and learn how bfloat16 and int8 quantization impact model performance....
This project presents an analysis and clustering of COVID-19 data worldwide. The result is an hierarchical clustering with respect to active cases, active cases per population and active cases per population and per area.
