Yasin Shokrollahi
Data Scientist @UT MD Anderson
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WORK HISTORY
Data Scientist @UT MD Anderson
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
Amirkabir University of Technology - Tehran Polytechnic
Master of Science - MS, Mechanical Engineering
Amirkabir University of Technology - Tehran Polytechnic
Bachelor's degree, Mechanical Engineering
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
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