Kaustubh L.
Software Engineer @The Home Depot
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WORK HISTORY
Software Engineer @The Home Depot
Atlanta, GA, US
EDUCATION
Rutgers University–Newark
Bachelor's degree, Engineering Physics/Applied Physics
Rutgers University–Newark
Bachelor's degree, Mathematics
Stevens Institute of Technology
Master of Science - MS, Machine Learning
ABOUT KAUSTUBH L.
I\'m an avid learner with interests in Software Engineering, Machine learning, Big Data and EDA.SKILLS:~Coding: R, Python, SQL, C++, Java, Scala, MATLAB, HTML, CSS.Statistics & ML: Regression, ANOVA, Confidence Intervals, Statistical Inference, Hypothesis Testing, A/B Testing, SVMs, Multi-layer Perceptron, Decision Trees, Boosting, Ensemble Learning and Random Forests, Naive Bayes, KNN, K-means, PCA and other dimensionality reduction techniques.Deep Learning: Deep Neural Nets, Image and Text Classification, CNNs, Transfer Learning, Pytorch, Tensorflow, Keras. NLP: Word2Vec, GloVe, Language Modeling, Text Classification, Sentiment Analysis, RNNs, LSTMs & GRUs.Big Data Technologies: Hadoop, MapReduce, Apache Spark, Kafka, Hive.Familiarity: ETL, Agile Methodologies, Github, Data Scraping, Text & Web Mining, Feature Selection & Engineering, Data Mining, Wrangling, Warehousing & Preprocessing.Databases: MongoDB, Cassandra, PostgreSQL, MySQL.Data Viz and Analytics: Excel, Tableau, ggplot, Matplotlib, Seaborn.Cloud: AWS, GCP.
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