The ML Tech Lead
A channel by a former ML Tech Lead at Meta, sharing technical knowledge on machine learning engineering, LLM optimization, and system design.
About The ML Tech Lead
The ML Tech Lead is a YouTube channel run by Damien, a former Machine Learning Tech Lead at Meta with over a decade of experience in AI/ML. The channel shares knowledge to prepare the next generation of ML engineers, covering topics such as machine learning system design, the backpropagation algorithm, and scaling LLM applications with techniques like continuous batching and speculative decoding.
Recent videos provide technical deep dives into specific methods and architectures, including LoRA adapters, KV-caching, sparse attention mechanisms, and data types like Float16 and BFloat16. The channel also addresses practical career guidance, such as how to get a job in machine learning and how to bring machine learning projects to success.