Case Studies.

2023Q4 Case Studies

Functionality update: micros_email now allows email templates to respond_inline

Functionality update: micros_email now allows email templates to respond_inline .

This means that if there is an automatic action on a received email, the sender will receive their own message that the system responds to. An automatic email responder that uses an email template, carries over the history of the conversation to the recipient. This option is enabled by default. 

Enabling this option should greatly clarify why there is an autoresponder, and help the sender take the right action, which in most cases is to fill out a web form.

Resizing and scaling images in python. And a filename-insensitive data loader.

Recently wrote this utility, to resize and scale a python image at the center. This way, I don't have to worry about how my images are being fed into an AI pipeline, if they all get scaled and cropped the same.

Additionally, while previously I used bash to rename files in a folder to sequential names such as 1.jpg , the current implementation ignores filenames, which saves me time when massaging the data.

Sturfee Build Pipeline

Overview

Wasya Co consulted for Sturfee in 2016.

Sturfee is an engineering-heavy small startup team developing products in AI space. As data scientists and scientists, the team was is knowledgable about AI and ML, however they lack experience in software development, and knowledge of best practices. Sturfee reached out to me to setup process for building their software, managing environments, codebases and versions, and implement an agile development cycle.