Developed an advanced PDF interaction tool using Next.js 13, integrating OpenAI's GPT-3.5 for natural language processing and PineconeDB for efficient vector storage and retrieval. Implemented context-aware document interactions using Langchain, enabling intelligent query processing and enhancing information retrieval accuracy.

Engineered a scalable data pipeline to scrape and process information on 22,000+ Spanish pharmacies, achieving 99.9% geocoding accuracy. Developed an interactive web-based map with dynamic filtering and clustering algorithms. Optimized data collection, reducing runtime by 60% while adhering to API rate limits through efficient use of multithreading and asynchronous programming.