Trendvesting Podcast
Deep dives into AI trading strategies, infrastructure scaling, and the intersection of technology and finance.
Latest Episodes
AI Trading Strategies That Actually Work
Deep dive into using machine learning for automated trading decisions and risk management. Real examples from building LoRA strategy switchers and integrating with SnapTrade APIs.
Scaling Kubernetes Infrastructure at High-Growth Companies
Lessons learned from scaling infrastructure at Roku, managing $10-12M quarterly spend, and the multi-cloud migration that saved $2.3M annually.
From Apple to Founder: Building AI-First Startups
The journey from handling 100M+ LLM requests at Apple to founding Cerebro AI and Trendvesting. Lessons on product-market fit, technical architecture, and surviving the startup chaos.
Top Clips
Why Most RAG Systems Fail
The three critical mistakes that doom RAG implementations and how to avoid them.
The $2.3M Infrastructure Savings
Breaking down the Roku multi-cloud migration and cost optimization strategy.
LoRA Strategy Switching in Production
Live demo of how to swap model behavior based on market conditions.
Building Technical Teams
How to hire and scale engineering teams in high-growth environments.
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