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

Gen AI Engineer