Session + Live Q&A
Solving Data Quality Issues to Diagnose Health Symptoms with AI
Millions of people Google every day “why am I tired” and there is no clear answer to this question. Nutritional deficiencies or hormonal imbalances are more common every year in our society.
User input is unreliable and is always changing, dealing with these data to diagnose a deficiency is tough. In this talk, we are going to detail how we improved the user input accuracy, normalized lab data using a scoring algorithm, and how this work finishes with an AI to diagnose health symptoms.
Speaker
Lola Priego
Founder & CEO of Base
Lola is the Founder and CEO of Base, the first health tracker that uses a data science app paired with at-home testing to help people feel better. Prior to founding Base, Lola was a software engineer at Amazon, Facebook and Instagram where she was focused on improving network performance. She...
Read moreFind Lola Priego at:
Speaker
Jose del Pozo
Senior Software Engineer at Base
Jose is a Senior Software Engineer working at Base, the first health tracker that uses a data science app paired with at-home testing to help people feel better. Before Base, Jose worked at idealista, the real state company leader in the south of Europe, and Ontruck, a digital freight platform.
Read moreFind Jose del Pozo at:
From the same track
A Distributed Systems Approach to Decarbonizing the Grid
Monday Nov 1 / 12:10PM EDT
The electrical grid is the cornerstone of all our plans to decarbonize our energy system and prevent the worst effects of climate change. What role can software play in how we manage it? Why is the grid like a distributed system, and what can we learn from the technologies we developed to manage...
Astrid Atkinson
CEO and co-founder @CamusEnergy
Federated GraphQL to Solve Service Sprawl at Major League Baseball
Monday Nov 1 / 02:10PM EDT
Major League Baseball serves billions of page views per year. Those page views take coordinating many internal and external services that traditionally have been disparate and opaque to the deveopers maintaining the web layer. In order to increase reliability, maintainability and scalability of...
Olessya Medvedeva
Software Engineer at Major League Baseball
Matt Oliver
Senior Engineering Manager at Major League Baseball
Event-Based Architectures: The Hard Parts
Monday Nov 1 / 03:10PM EDT
To build more responsive applications, we've seen a huge shift in the past decade to event-based architectures. While they are the right tool for the job, these architectures are not without their own unique challenges. Are parallel batch systems still necessary? What techniques do you use...
Raymond Roestenburg
Technical Lead at Akka Platform Team @lightbend
Sergey Bykov
SDE @temporalio