Data Scientist I
Boise, Idaho, Us
Full stack data science role spanning machine learning, deep learning, big data engineering, and data visualization.I worked on modernizing Micron's rule-based predictive maintenance stack using time series analytics, deep learning, and big data engineering. Wrangled high-volume and high-dimensional time-series datasets (400M+ rows, 10k+ dimensions) to predict manufacturing tool failures.I also designed interpretability methods (feature importance) for my proposed deep learning models, adapting from attention mechanisms, facilitating understanding and stronger buy-in from decision-makers and executives.Tech stack:Machine learning: TensorFlow, scikit-learn, LSTMs, autoencoders, random forests, attentionBig data: Apache Hadoop, Apache Spark, Apache Hive, SnowflakeData analysis and visualization: Tableau, pandas, matplotlib, numpy, scipyWeb dev: Django, Django REST Framework