state management , Python, enterprise automation, RAG embeddings, LLMs, inference cost, service development, asynchronous processing, agentic systems, document intelligence, testing observability, production error handling, model economics, automated LLM evaluation, structured tool calling, context windows

Machine Learning, Artificial Intelligence, Python

Kubernetes, Sql, Java, Tableau, AWS, Kotlin, Python, Sap Business Objects, Docker, Gcp, Nlp, Spark, transformer architectures, benchmarking datasets, Go, Looker, PEFT, model alignment, LLM techniques, R-Shiny, LoRA, evaluation pipelines, Microstrategy, prompt engineering

Tensorflow, Pytorch, Python, Data ML Pipelines, Applied Statistics, Agentic Architectures, Evaluation Frameworks, Eval and Observability Tooling