I'm a data scientist with over 7 years of hands-on experience in quantitative fields, specializing in data mining and advanced analytics. I am heavily experienced in the design, build, deployment, and management of various complex analytics solutions, using tools such as R, Python, MSSQL, and SAS. Core competencies include:
Programming Tools: R and R Markdown (Production-quality code), Python (Advanced), SAS(Advanced), MS SQL Server 2017 (Advanced), Source Tree (Git; Advanced), Tableau (Advanced), AIML(Intermediate), XML and Web Technologies (mainly with R (Advanced) and some experience with Python)
Statistics/ Machine Learning: NLP; Deep Learning; Regression (OLS, Logistic, Principal Component, Ridge); Decision Tree (CART, Conditional Decision Tree); Ensemble (Distributed Random Forests, Gradient Boosted Machines); Dimensionality Reduction (PCA, LDA); Clustering (Hierarchical, k-Means); Association Rule Learning; Time Series Analysis and Forecasting