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#25 - The Machine Learning Blueprint: AI Architecture with G. Tony Reina
▶️ Hosts: Elizabeth Rodziewicz, Sura Hadi, Jeff Nagle, and Mike Ouren
🎙 Guest: G. Tony Reina | Head of Machine Learning, Exthymic
🔍 Episode Title: “The Machine Learning Blueprint: AI Architecture with G. Anthony Reina”
In the third episode of our AI Thought Leaders Series, we welcome AI architect and machine learning expert G. Tony Reina for a mind-expanding conversation on the evolution and impact of AI in biotech, diagnostics, and healthcare.
🔹 Why federated learning could be the key to safe data collaboration
🔹 The surprising history of machine learning - yes, even cavemen were doing it
🔹 Bottlenecks in AI scaling and why architecture matters more than ever
🔹 How AI is revolutionizing note-taking, diagnostics, and patient-doctor connection
From the labs of Intel to stealth-mode biotech, Tony brings a practical lens to what it means to build responsible, scalable AI systems - while keeping his sense of humor intact.
📅 Watch now to learn how AI is reshaping everything from scientific workflows to our next healthcare visit.
🔔 Subscribe for more conversations on AI, biotech, and the future of lab automation:
🎧 https://linktr.ee/helicalbrew💬 What’s the biggest AI myth you've heard in healthcare or biotech? Drop it below!
📌 TIMESTAMPS – NAVIGATE THE EPISODE
00:00 Welcome to Helical Brew – AI Thought Leaders Ep. 3
03:10 Meet Tony Reina – From Neuroscience to AI Architecture
10:00 Cavemen Were Doing Machine Learning?
13:20 What Most People Get Wrong About ML + AI
18:00 Federated Learning Explained
22:00 Solving Biopharma’s Data Bottleneck
30:00 Why Your Antibody Models Don’t Work (Yet)
39:00 Agents, Clippy, and AI Collaboration Tools
44:30 The Most Underrated AI Innovation in Healthcare
51:00 Can We Predict the Future of AI?
58:00 Bold Predictions + Picks of the Week
📌 NEED QUICK HIGHLIGHTS? WATCH OUR SHORTS:
▶️ https://youtube.com/shorts/hSPBVmFfidc?feature=share
▶️ https://youtube.com/shorts/rZ-dDtqUZxM?feature=share
▶️ https://youtube.com/shorts/yaGnD2QVSm4?feature=share
#HelicalBrew #AIThoughtLeaders #BiotechAI #MachineLearning #LabAutomation #FederatedLearning #HealthcareAI #AIArchitecture #Exthymic #TonyReina #ScientificInnovation #FutureOfScience #AIInBiotech #ai #aiinscience #podcast #viralreels #viralshort #viralshorts #viralvideos
View all episodes
By Sura Hadi | Mike Ouren | Elizabeth Rodziewicz▶️ Hosts: Elizabeth Rodziewicz, Sura Hadi, Jeff Nagle, and Mike Ouren
🎙 Guest: G. Tony Reina | Head of Machine Learning, Exthymic
🔍 Episode Title: “The Machine Learning Blueprint: AI Architecture with G. Anthony Reina”
In the third episode of our AI Thought Leaders Series, we welcome AI architect and machine learning expert G. Tony Reina for a mind-expanding conversation on the evolution and impact of AI in biotech, diagnostics, and healthcare.
🔹 Why federated learning could be the key to safe data collaboration
🔹 The surprising history of machine learning - yes, even cavemen were doing it
🔹 Bottlenecks in AI scaling and why architecture matters more than ever
🔹 How AI is revolutionizing note-taking, diagnostics, and patient-doctor connection
From the labs of Intel to stealth-mode biotech, Tony brings a practical lens to what it means to build responsible, scalable AI systems - while keeping his sense of humor intact.
📅 Watch now to learn how AI is reshaping everything from scientific workflows to our next healthcare visit.
🔔 Subscribe for more conversations on AI, biotech, and the future of lab automation:
🎧 https://linktr.ee/helicalbrew💬 What’s the biggest AI myth you've heard in healthcare or biotech? Drop it below!
📌 TIMESTAMPS – NAVIGATE THE EPISODE
00:00 Welcome to Helical Brew – AI Thought Leaders Ep. 3
03:10 Meet Tony Reina – From Neuroscience to AI Architecture
10:00 Cavemen Were Doing Machine Learning?
13:20 What Most People Get Wrong About ML + AI
18:00 Federated Learning Explained
22:00 Solving Biopharma’s Data Bottleneck
30:00 Why Your Antibody Models Don’t Work (Yet)
39:00 Agents, Clippy, and AI Collaboration Tools
44:30 The Most Underrated AI Innovation in Healthcare
51:00 Can We Predict the Future of AI?
58:00 Bold Predictions + Picks of the Week
📌 NEED QUICK HIGHLIGHTS? WATCH OUR SHORTS:
▶️ https://youtube.com/shorts/hSPBVmFfidc?feature=share
▶️ https://youtube.com/shorts/rZ-dDtqUZxM?feature=share
▶️ https://youtube.com/shorts/yaGnD2QVSm4?feature=share
#HelicalBrew #AIThoughtLeaders #BiotechAI #MachineLearning #LabAutomation #FederatedLearning #HealthcareAI #AIArchitecture #Exthymic #TonyReina #ScientificInnovation #FutureOfScience #AIInBiotech #ai #aiinscience #podcast #viralreels #viralshort #viralshorts #viralvideos