Senior Machine Learning Engineer
Carta is a network of companies, investors, and employees who are connected by ownership.
A passionate Machine Learning Engineer with a focus on production-grade Artificial Intelligence Systems. ★ Experience ★ ⇨ End-to-End Machine Learning systems ⇨ Image Recognition ⇨ Forecasting ⇨ Regression & Classification ⇨ Data Analysis Workflow / Skills: ★ Data Mining & Warehousing ★ ⇨ AWS S3 ⇨ PostgreSQL ⇨ Snowflake ⇨ SQLite ⇨ SQLServer ★ Machine Learning & Modeling ★ ⇨ PyTorch ⇨ Keras ⇨ Scikit-learn ★ Data Analysis & Visualization ★ ⇨ Python ⇨ Pandas & Jupyter Notebook ⇨ Matplotlib / Seaborn / Plotly ★ Front End & Web App ★ ⇨ Streamlit ⇨ Flask REST API (microservice architecture) ★ Production Deployment ★ ⇨ Apache Airflow (ETL orchestration) ⇨ Docker (containerization) ⇨ Kubernetes (distributed computing) ⇨ Metaflow (model and data management)
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