Soheil Esmaeilzadeh

I'm a Ph.D. researcher at Stanford University with a strong background in applied machine learning and AI as well as computational science and numerical modeling. I'm interested in using deep learning and artificial intelligence as well as computational science and applied mathematics for solving challenging real-world problems. I have 5+ years of demonstrated experience in programming and software development, and 4+ years of hands-on experience dealing with large-scale data and building machine learning and deep learning models for different areas such as computer vision, natural language processing, and reinforcement learning. I have 2+ years of industrial experience in United States and Europe in different tech companies such as Netflix, Visa Research, Quantum Reservoir Impact, CalWave, and ABB.

Career

Netflix

Detection of Suspicious Streaming Behaviors - Security & Machine Learning

June-Sept. 2020, Los Gatos, CA
Machine Learning Intern

Visa Research, Visa Inc.

Adversarial Machine Learning - Security & Computer Vision

June-Sept. 2019, Palo Alto, CA
Deep Learning Research Intern

Technology Group, Quantum Rerservoir Impact

Un-supervised machine learning, spatio-temporal clustering, code development, numerical simulations, and history matching

June-Sept. 2018, Houston, TX
Data Science Intern

Ph.D.

GPA 4/4                            Stanford Graduate Fellowship (SGF) winner

Sept. 2016-Now, Stanford Universty, CA

TAF Lab, UC Berkeley

Software development, complex 3D geometry generation, gradient-free shape optimization, hyperformance computing

Jan.-Oct. 2016, UC Berkeley, CA
Research Scholar

Innovation Center, ABB

Data analysis and code development for numerical simulations

Aug.-Dec. 2015, Zurich, Switzerland
Software Engineering Intern

M.Sc.

GPA 6/6                              Distinct graduate (top 1%) and nominee for the ETH gold medal        ETH Excellence Scholarship & Opportunity Award (ESOP) winner

2014-2016, ETH Zurich, CH & UC Berkeley, CA

B.Sc.

GPA 4/4                            Graduated as 1st rank student

Aug. 2010-Aug. 2014, University of Tehran, Iran

Selected Publications