Nima Eshraghi
Principal Machine Learning Scientist @Vanguard
Signup · Get unlimited contacts
WORK HISTORY
Principal Machine Learning Scientist @Vanguard
EDUCATION
Iran University of Science and Technology
Bachelor of Applied Science (B.A.Sc.)
University of Toronto
Doctor of Philosophy - PhD, Electrical and Computer Engineering
University of Tehran
Master of Applies Science (MSc.), Electrical and Computer Engineering, Communication Networks
ABOUT NIMA ESHRAGHI
8 years of experience in deep learning- Deep Learning: Designed and automated end-to-end pipelines, deployed in production, CI/CD.Training, Tuning and designing architectural improvements for a variety of deep learning models: GANs, Diffusion Models, Transformers, Large Language Models (LLMs), Multi-Modals, 3D GANs, Neural Fields (NeRFs), CNNs, BERTExperience with a diverse set of ML applications including 3D reconstruction, image generation, object detection and segmentation, text content summary, question-answering, information extraction, quality analysis, multi-modal learning Optimizing deep learning models, accelerated inference using frameworks and tools such as ONNX, TenorRT, etc- Optimization: Convex opt, Stochastic opt, Online opt, Mixed-Integer Programming, Multi-agent and Distributed opt- Networks: Computer & Communication Networks, Edge and Cloud Computing- Software Expertise: Python, PyTorch, Tensorflow, Keras, SQL, JAX, OpenCV, Scikit-learn, NLTK, Pandas, XGBoost, Git, Docker, C++, MATLAB, GCP, Azure, AWS, Spark
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.