Ali Hashemi
I am a Data Scientist with over six years of experience and domain expertise in machine learning, statistics, optimization, and signal processing.
- Python, R, Matlab, C/C++, SQL (MySQL & PostgreSQL), Git & Github, LATEX
- TensorFlow; Keras; PyTorch; Python Libraries: Numpy, Pandas, Scipy, Scikit-learn, Seaborn, Bokeh;
DNN Architectures and Methods: CNN, RNN, LSTM, VAE, LRP, Transform Learning.
- Domain Expertise: Machine Learning, Deep Learning (Variational Autoencoders, Deep Learning on Graphs, Bayesian Deep Learning), Statistical Bayesian Inference with Uncertainty Analysis, Time-series Analysis and Forecasting, Large-scale Convex and Non-convex Optimization, Compressed Sensing and Sparsity, Signal Processing, Inverse Problems.
