Strong expertise in NLP / Text Analytics (Python, spaCy, Hugging Face, Transformers). Proven experience building sentiment analysis and text classification models. Solid knowledge of Snowflake, including: Snowpark (Python), Development of UDF/UDTF functions, Integration with external stages & warehouses. Proficiency in Python (pandas, numpy, scikit-learn, MLflow). Experience with data pipelines and orchestration tools (Airflow, dbt, Prefect). Understanding of MLOps practices (CI/CD, model versioning, monitoring). Ability to work independently and structure deliverables. Strong communication and documentation skills. Ability to collaborate effectively with both technical and non-technical stakeholders.