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Bryan Healey
Bryan Healey

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May 11, 2021

Finding Topics That Matter

Topic modeling for financial text must be highly adaptive. If a company announces a new product or feature in an earnings call or conference, we must be able to recognize it as a new topic without any prior training. Additionally, the model must have a sense of historical consistency, so…

Machine Learning

3 min read

Finding Topics That Matter
Finding Topics That Matter
Machine Learning

3 min read


Apr 7, 2021

Sentiment Modeling in Finance Requires Specialized Training

Sentiment in the world of financial and corporate speech is a unique beast; while the straightforward rules of language can often net a reasonable looking result, the nuance of the industry might be disappointed. A simple yet illustrative example: We laid off 15% of retail personnel in Q1, which is…

Finance

3 min read

Sentiment for Finance
Sentiment for Finance
Finance

3 min read


Dec 29, 2020

2021: The Redemption Arc

It is about this time each year that I like to take a moment to reflect on the prior twelve months in technology and machine learning; and, of course, to make some semi-educated prognostications about the forthcoming twelve months. …

2021

10 min read

2021: The Redemption Arc
2021: The Redemption Arc
2021

10 min read


Mar 22, 2020

Working from home, under duress…

Aiera hired it’s first employee in the early summer of 2018, and then took on another two just a month later. Of those first three employees, two lived in or near Boston and one lived in New York. …

Remote Working

5 min read

Working from home, under duress…
Working from home, under duress…
Remote Working

5 min read


Dec 13, 2018

Aiera Raises $3.5M to Expand the Application of Deep Learning to Fundamental Investing

Aiera (pronounced “era”), an adaptive deep learning platform designed to enhance active fundamental investment strategies, announced today a $3.5 million seed funding round led by Boston-based Flybridge Capital Partners. …

Artificial Intelligence

3 min read

Aiera Raises $3.5M to Expand the Application of Deep Learning to Fundamental Investing
Aiera Raises $3.5M to Expand the Application of Deep Learning to Fundamental Investing
Artificial Intelligence

3 min read


Aug 6, 2018

Hello, world!

A little over eighteen months ago, I undertook an academic exercise to see if I could use deep online learning and state-of-the-art NLU to monitor the universe of public information and then use it to predict stock market movement; then, more interestingly, leverage that collected data to automatically generate human-ready…

Financial Services

2 min read

Hello, world!
Hello, world!
Financial Services

2 min read


Jul 7, 2017

A Universe of Learning: Part 1

It might not seem so, but, believe it or not, there is more to life than just deep learning. There is, in fact, a whole universe of machine learning, from probabilistic methods (Bayesian networks, Markov chains) to deterministic modeling (logistic regression, support vector machines) to ensemble learning (random forests, stacking)…

Machine Learning

4 min read

Machine Learning

4 min read


Apr 22, 2017

For Science, For The Future

As we prepare to March for Science, as citizens, it is essential that we see strong and unified support from our leaders in government; we must stand for the scientific, technological, and academic institutions that create and drive our economy, create the tools of our security, have been the source…

Climate Change

2 min read

For Science, For The Future
For Science, For The Future
Climate Change

2 min read


Dec 3, 2016

Closing the Technology Gender Gap

There is an ongoing, highly visible shortfall in quality technologists; unemployment in technology remains at staggering lows all across the country (just 2.7% as of Q1 2014), and can be downright comical in certain categories (such as the 1.1% for network architects). Companies in notable innovation hot-spots are enduring great…

Women In Tech

3 min read

Closing the Technology Gender Gap
Closing the Technology Gender Gap
Women In Tech

3 min read


Published in

Chatbots Life

·Oct 26, 2016

America and the Future of AI

Advancements in artificial intelligence have set the world on fire. Our homes and pockets now contain voice-enabled intelligent assistants that are ready to answer any question, play music, coordinate our schedule, balance our budget, call us a taxi, replenish the pantry, and so much more. Our cars are now able…

Artificial Intelligence

4 min read

Artificial Intelligence

4 min read

Bryan Healey

Bryan Healey

364 Followers

CTO at Aiera

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