Devika V Email & Phone Number

United States

NYC

• Responsibilities:
• Designed, deployed, and maintained deep learning and ML models using cloud technologies like Vertex AI, Google Storage, GCP Composer, and BigQuery.
• Automated data processing and analysis by developing ML pipelines with ML Flow and Apache Airflow, enhancing model building efficiency and accuracy.
• Developed CNNs and RNNs for image recognition, NLP, and sequence generation, leveraging advanced Python programming with Scikit-learn and NumPy.
• Created a recommendation system using techniques such as content-based and collaborative filtering, ANN deep learning, and LightFM, improving recommendation precision by 60% and click-through rate by 35%. KNN and.
• Utilized Spark, SQL, PySpark, Data Lake, TensorFlow, MLLib, and Python for machine learning tasks, including classification, regression, recommendation, and dimensionality reduction.

Minnesota

New York City Metropolitan Area

New York, United States

India

India