Todd Bernson articles - 16 total
MLOps for Voice Cloning: CI/CD and Model Management in an AWS Environment
By Todd Bernson, CTO of BSC Analytics and USMC Veteran You can train the world's best voice...
Scaling an AI Voice Platform: Lessons in Performance and Cost Optimization on AWS
By Todd Bernson, CTO of BSC Analytics, USMC Veteran, and Guy Who Tunes Inference and...
Security in Voice AI: Safeguarding Cloned Voice Data and APIs with AWS Best Practices
By Todd Bernson, CTO of BSC Analytics, USMC Veteran, and Guy Who Treats IAM Policies Like They're...
The ROI of Voice Automation: Cost Savings and Efficiency Gains from Self-Hosted Voice Clones on AWS
By Todd Bernson, CTO of BSC Analytics, USMC Veteran, and Guy Who’d Rather Pay for Compute Than...
AI Voices in Healthcare: Ensuring Privacy and Compliance with AWS-Powered Voice Cloning
By Todd Bernson, CTO of BSC Analytics, USMC Veteran, and Voice Cloning Nerd with a Respect for HIPAA...
Voice Cloning for Financial Services: Revolutionizing Customer Engagement in a Secure AWS Environment
By Todd Bernson, CTO of BSC Analytics, USMC Veteran, and Slightly Over-Caffeinated Cloud Nerd If...
Beyond Polly: Custom Voice Cloning on AWS vs. Using Native AWS AI Services
By Todd Bernson, CTO of BSC Analytics, Voice Architect, and Guy Who Politely Declined Polly’s Help...
Terraforming the Voice: Deploying a Clone Application with Infrastructure as Code on AWS
Terraforming the Voice: Deploying a Clone Application with Infrastructure as Code on AWS By Todd...
Architecting a Scalable Voice Cloning Platform on AWS: A Case Study
If you've ever found yourself staring at a whiteboard trying to connect the dots between AI...
Legacy, Meet Cloud Native: Lessons from Blending COBOL, K8s, and ML
Introduction When people talk about modernization, they often picture “lift and shift,”...
Building a Smart Feedback Loop: Real-Time Inference on COBOL Logs
Introduction Modern data pipelines don't stop at processing—they evolve. With our...
Predicting Legacy Failures: Training and Hosting ML Models in SageMaker
Introduction Legacy systems are infamous for failing silently—or catastrophically—with no...
Preparing COBOL Error Data for Machine Learning in SageMaker
Introduction COBOL and machine learning may sound like opposites—one was born in the era...
From Mainframe to Microservice: Modernizing COBOL Data Processing
Introduction Legacy systems are the heartbeat of many enterprises, particularly in...
Bridging Generations: Running COBOL on Kubernetes with EFS
Introduction In 2025, COBOL is still a critical part of global enterprise operations....
When COBOL Fails: Real-Time Error Management with S3 and JSON
Introduction In any system that processes large volumes of data, failure is inevitable....