Aleksei Sholokhov

I am an applied scientist with 5 years of research experience in designing, implementing, and optimizing machine learning models. I have an interdisciplinary background in applied mathematics, statistical modeling, data science, and software development. I love learning about challenging scientific problems, and I thrive in fast-paced collaborative environments. I can help you with my skills in: MACHINE LEARNING RESEARCH: > Completed projects with scikit-learn, PyTorch, TensorFlow, Jax for Deep Learning, Reinforcement Learning, Unsupervised Learning, NLP, and Model Discovery > Expertise Optimization > Passionate about Physics-Informed Machine Learning and ML for Simulations DATA SCIENCE > Expert knowledge in Statistics, Statistical Models, Clustering, Time-series Data > Experienced in Data Analysis, Data Management, Technical Writing > Strong Data Visualization and Presentation Skills SOFTWARE DEVELOPMENT > Developed and supported open-source packages for machine learning in Python and C++ > Experienced in deploying code to critical high-load infrastructure > Hands-on experience with OpenMP, MPI, CUDA, SQL, MongoDB PROJECT MANAGEMENT > Can effectively present results to general audience in accessible and exciting fascion. > Strong communication, organizational, and conflict-resolution skills gained with years of teaching. I am eligible to work in the US, no visa sponsorship needed. I live in Seattle but I am willing to relocate for the right opportunity. Let's work together to harness the power of mathematics and machine learning to make people's lives better!