Yasin Shokrollahi

About Yasin Shokrollahi

I\'m a data scientist specializing in AI, particularly in vision and language models. With 8 years of experience in machine learning, I leverage advanced algorithms to develop innovative solutions to complex issues. My PhD from the Florida Institute of Technology\'s College of Engineering has equipped me to integrate traditional engineering methodologies into contemporary, data-driven projects.I focus on end-to-end machine learning solutions, from data preprocessing to model deployment. My passion extends to coding, prototyping, and ensuring the highest quality in AI-driven technologies. My extensive knowledge in vision and language models enables me to solve problems innovatively and efficiently.#Neural Networks#Data Analysis#Predictive Modeling#Natural Language Processing#Deep Learning#AIethics#Generative AI#Diffusion Models#LLMs

Experience

1. Data Scientist

   UT MD Anderson

   Oct 2023 — Present · Houston, TX, US

   Advancing Multiplex Immunofluorescence Imaging Cell Detection using a Semi-Supervised Approach with Pseudo-Labeling, achieving over 90% precision and recall in detection rates within three months- Deploying state-of-the-art networks such as Cellpose, Stardist, and CellSight for cell detection, classification, and segmentation tasks, utilizing Kubernetes and TensorFlow in 1 month- Designing and Implementing a Scalable Web-Based Application for CellSights Analysis Using Docker, High-Performance Computing (HPC) Harbor Server, and Amazon Web Services (AWS)

Education

• Florida Institute of Technology

  Doctor of Philosophy - PhD, Mechanical Engineering and Computer Science

  2020

• Amirkabir University of Technology - Tehran Polytechnic

  Master of Science - MS, Mechanical Engineering

• Amirkabir University of Technology - Tehran Polytechnic

  Bachelor's degree, Mechanical Engineering