October 2021 Summaries

Aporia has partnered with Portkey to provide secure and reliable Guardrails for production. The company also introduced MLNotify, an open-source tool that sends data scientists notifications when their models finish training via web, mobile or email. Additionally, Train Invaders, a space invaders game integrated into Jupyter notebooks during model training, has been launched to make the process more enjoyable for data scientists. The code for Train Invaders is available on GitHub and users are encouraged to contribute ideas for improvement. Demand Forecasting ML models have significant potential to increase revenue and streamline business operations in retail sectors like Target, Walmart, Macy's, and Kohl's.

Aporia has partnered with Portkey to enhance the security and reliability of in-production Generative Artificial Intelligence (GenAI) applications. The collaboration aims to bring secure and reliable AI Guardrails to production, addressing the growing need for responsible AI and AI trust. As more companies adopt machine learning models, ensuring their proper management and monitoring is crucial. Aporia's platform enables data scientists and ML engineers to customize machine learning monitoring for their models in production, promoting AI governance and accountability. The partnership with Portkey further strengthens the commitment to providing robust solutions for businesses adopting AI-driven applications.