Machine Learning Engineer
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Skilled Machine Learning Engineer and aspiring Data Scientist with experience in Predictive Modeling and Data Analysis. Passionate about solving real-world problems using data.
● Applied stacking to improve accuracy for equipment performance models for turbomachinery.
● Developed an ETL pipeline to perform density-based down-sampling for efficient storage of historical data in MongoDB.
● Maintained, optimized and added new features to existing data pipelines.
● Developed data pipeline to automate the process of data preprocessing.
● Performed Exploratory Data Analysis and feature analysis of complex historical turbomachinery data to generate significant insights.
● Implemented Machine Learning models like XGBoost, LightGBM, Deep Learning models to predict the machine performance of various industrial equipment.
● Researched various Deep Learning techniques like Restricted Boltzmann Machines, Deep Belief Networks, and transfer learning approaches to predict the Remaining Useful Life of rotating equipment.
Coursework: Machine Learning, Systems for Data Science, Business Intelligence and Analytics, Advanced NLP, Statistics, Intelligent Visual Computing
Coursework: Machine Learning, Database Management System, Artificial Intelligence and Soft Computing, Big Data and Analytics, Cloud Computing, Data Structures, Advanced Algorithms
