Gil Shalom

A skilled software engineer with over 10 years of experience building ML and AI applications. I have taken part in designing, leading, and implementing systems across a variety of architectures, including microservices and end-to-end ML pipelines deployed in both cloud and on-prem environments, with a strong emphasis on Kubernetes. I bring strong technical abilities and a deep understanding of ML and AI capabilities and architectures - knowledge developed through extensive industry experience and a Master’s degree in Computer Science focused on optimizing CNNs through quantization. In recent years, my work has centered on building LLM-based applications, such as internal chat systems powered by company knowledge using RAG architectures, as well as developing infrastructure for fine-tuning LLMs for business-specific tasks. This includes optimizing and deploying models, and standardizing LLM usage for both research and production through internal tooling and integrations with external providers.