NumPy

A candidate describes a recruitment process for a remote Data Analyst position involving technical assessments and interviews, followed by a request to pay ₹30,000 for an Advanced PyTorch certification before joining. The candidate suspects a scam due to discrepancies with GitHub's official hiring process and the requirement for upfront payment despite promised reimbursement.

Geomatic is a command-driven geometry studio with autodiff capabilities, enabling users to create and manipulate geometric structures using commands like `\line a b`. It supports broadcasting similar to NumPy/PyTorch, backpropagation, gradient descent, and reactive updates. Users can also create custom visualizations with differentiation support.