S
Sandeep Reddy Kasula
About
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Gujarat, India
Résumé
Jobs
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AI EngineerDatabricksAug 2024 - Current (2 years 3 months)Built and deployed a personalized recommendation engine on Databricks Lakehouse using collaborative/content-based filtering, autoencoders, and LLMs, boosting sales by 15% and improving customer satisfaction. Implemented K-Means clustering for customer segmentation on large-scale datasets in Delta Lake, improving recommendation precision by tailoring product suggestions to behavioral patterns and purchase history. Optimized a deep learning recommendation model (Autoencoder) in Databricks ML runtime, achieving 92% accuracy via hyperparameter tuning, cross-validation, and experiment tracking with TensorFlow, Keras, and MLflow. Built and orchestrated scalable ETL pipelines with PySpark, Scala, and SQL on Databricks, ensuring clean, high-quality- HAI EngineerHCL Technologies Pvt LtdFeb 2021 - Feb 2023 (2 years 1 month)Developed a predictive maintenance platform for a global manufacturing client using Random Forest, Gradient Boosting, and LSTM models, reducing equipment downtime by 18% and optimizing service schedules. Built a customer churn prediction model for a telecom client using Logistic Regression, XGBoost, and LightGBM, improving retention strategy accuracy by 21%. Designed NLP-based ticket classification and sentiment analysis pipelines using spaCy, NLTK, and BERT, automating 80% of customer support triaging for a BFSI client. Engineered ETL workflows with Python, PySpark, and SQL to process multi-terabyte datasets from APIs, IoT sensors, and CRM systems, ensuring data integrity and availability for advanced analytics. Implemented real-time analy
Education
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- Masters of ScienceWebster UniversityJan 2023 - Dec 2024 (2 years)Information Technology Management