Programming & Foundations

 6+ years of Strong experience in Python (NumPy, Pandas, Scikitlearn)

 Solid software engineering fundamentals (OOP, APIs, testing)

GenAI Expertis

e Deep experience with

:o Prompt design & optimizatio

no RetrievalAugmented Generation (RAG

)o Model finetuning and evaluatio

n Experience integrating enterprise data securely with LLM

s
Data & MLO

ps Experience with Redshift ( OCP), basic Kubernet

es Model deployment, versioning, and monitoring (MLflow, HF, or simila

r) Understanding of data quality, drift, and retraini

ng Observability, cost control, and reliability for AI syste

ms Familiarity with AI governance and compliance framewor