Daily Dose of DS offers a daily dose of inspiration, education, and motivation for data scientists and aspiring data professionals. Through bite-sized articles, tutorials, and curated resources, readers embark on a journey to master the art and science of data analysis, machine learning, and artificial intelligence. By staying updated with the latest trends, techniques, and tools in data science, readers can hone their skills and stay ahead in this rapidly evolving field.

Daily Dose of Data Science | Avi Chawla | Substack

Learn to build an AI-powered form-filling agent that automates document scanning, data extraction, and PDF form completion. The tutorial uses CrewAI for multi-agent orchestration, Datalab for OCR and form filling, and MiniMax M2.1 as the LLM. The system extracts text from identity documents via OCR, transforms it into structured data using YAML schemas, and maps fields to PDF forms using semantic matching. Includes complete code examples and a Streamlit UI implementation.

Build an automatic form-filling agent