Machine Learning & AI Articles

We’re curious people by nature. And we love to teach others what we’ve learned. So explore our blog to gain fresh insights from our expertise in areas ranging from culture to AI.

SEP Selected as a Nominee for TechPoint’s Innovation Mira Award

TechPoint has announced the nominees for its 25th annual Mira Awards, highlighting the most innovative companies, universities, and organizations in Indiana’s tech sector. The awards celebrate achievements across various categories, including the Innovation Partner of the Year. Nominees in this…
Read Full Post

The Rise of Transformers – An Introduction to Transformers and LLMs

This is the first post in a series that looks at how autonomous agents use generative AI models. Introduction The past few years have included rapid advancements in the field of artificial intelligence (AI). These advancements are particularly demonstrable in the natural language processing (NLP) domain. Newer transformer based models have demonstrated remarkable capabilities in […]
Read Full Post

10 things I learned in my first 10 episodes of podcasting

I’ve had the opportunity to interview talented, driven and successful leaders in Indy tech. We often don’t get to hear how software products get built and what it took to make them a reality. These stories of success and challenge have been encouraging for me to hear so I summarized some of my biggest takeaways.   […]
Read Full Post
Elderly Hands

Identifying AI Opportunities: A Hypothetical Case Study

Previously, we discussed how there is a large class of business problems that AI can address.  Here, we’re going to follow up that thought with a hypothetical case study. In particular, we’ll look at how AI could be part of a product for addressing elder care. When we hear elder care and artificial intelligence some remarkable […]
Read Full Post
AI at work on assembly line

Identifying AI Opportunities

We often hear or read that artificial intelligence will change the world as we know it. This misses the mark; AI has changed the world that we live in forever. It isn’t some futuristic technology that will alter our lives someday. It’s a feature in products that we interact with today. Artificial intelligence isn’t a […]
Read Full Post

DIY AI: Sentiment Analysis P2: Implementation

Blog Post Written By: Lisa Lo Once again, we’re back to discuss sentiment analysis. In our last post, we went over what sentiment analysis is, why it’s useful, and the main approaches to solving sentiment analysis. Now, with all that knowledge in hand, it’s time to start coding our own sentiment analyzers! Setup You’ll need […]
Read Full Post

DIY AI: Sentiment Analysis P1: The Overview

Blog Post Written By: Lisa Lo In our last (first?) NLP post, we explored Natural Language Processing (NLP). As mentioned, a great place to start discovery of NLP is sentiment analysis since it’s a well-known and studied problem, but also very useful. So, today we’ll be going over an overview of sentiment analysis and how […]
Read Full Post

A Bag of Words: Levels of Language

Communicating with computers is difficult, as anyone who has used one can attest. The burden is on the individual to clearly communicate with the machine. But what if computers could understand the way we speak naturally? This isn’t just about programming. It’s about all the data that’s stored not in any machine code, but rather […]
Read Full Post

The Many Sides of OCR

Blog Post Written By: Lisa Lo The Overview You may have heard of the phrase Optical Character Recognition (OCR) and may or may not know what it refers to. Admittedly, I was one of those that never heard of it before now, but learning about it definitely makes me wish I knew about it sooner. […]
Read Full Post

Avoiding False Starts with AI

Blog Post Written By: Lisa Lo Artificial Intelligence (AI) is no longer science fiction; it’s here today, and it’s here to stay. It is in the products you use every day: home automation, digital assistants, and credit card fraud detection, to name a few. AI will affect all businesses in the near future, and the […]
Read Full Post