Posts
Below are various articles mostly written by me, with some related to work I am doing or companies I am working with.
API & Full stack Strategy
APIs, integration and the ecosystems
This article dives into my view of taking an API & micro-services first approach to AI to extract maximum value and looks at this model in the context of MLOps using the example of AML risk modeling.
Modeling examples
Modeling Wikipedia toxic comments - Kaggle data set
Sentiment analysis is one of the most common exercises run and topics discussed when looking at machine and deep learning given both the ubiquity of data sets and common use cases. In my industry and work, market sentiment...
Start up collaborations
Wutch - Goodreads from streaming
This is an article about a start up I'm working with to help build out their analytics strategy as well as capabilities to help connect like minded and not so like minded people, as they build a space to discover in and outside your social circles.
AI ROI
Realizing AI ROI for natural language use cases
With the emergence of far more powerful decision making machines and automation, broadly covered under the moniker of AI, enabled by advances in machine and deep learning and the related support infrastructure, companies are focused on...
AI & Ethics
Measuring AI's impact on the climate
This post is inspired by Sebastian Ruder’s 2020 round up blog and a (somewhat) recent and contentious departure from Google. While the blog is full of interesting content for those interested in NLP, it made me aware of, at least one, very interesting intersection of two of the most immense...
