プロフィール詳細

プロジェクトを作成

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Dr. Coby P.に依頼

United States

Senior Data and ML Architect and Engineer Tech Lead at NVIDIA | PhD Candidate in ML/AI | Researcher | Consultant

プロフィール概要

A decade of experience in Engineering, Architecture, Machine learning, and Research - both in the industry and academia. I hold masters and am a PhD Candidate in ML/AI. My expertise lies in Deep Learning, Machine Learning techniques (Generative Models, Ensembles, Distillation, Bayesian Learning), Classic Algorithms, robust Engineering and Architecture, Big Data Engineering and analysis. With a proven record of leading projects and research from inception to completion, I consistently prioritize impact and value.

専門分野

• ☆ Electrical Engineering
• ☆ Computer Engineering
• ☆ Computer Science
• ☆ Supercomputing
• ☆ Parallel Computing
• ☆ Distributed Computing
• ☆ Software Engineering
• ☆ Information Technology
• ☆ Database Management
• ☆ Information Engineering
• ☆ Network Engineering
• ☆ Systems Integration
• ☆ Internet of Things
• ☆ Software Architecture
• ☆ Safety & Reliability Engineering
• ☆ Data Analysis
• ☆ Algorithm Design
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Data Collection
• ☆ Data Management
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Text Mining & Analytics
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Natural Language Processing
• ☆ Data Architecture
• ☆ Neural Networks
• ☆ Pattern Recognition
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Computer Vision
• ☆ Business Analytics
• ☆ Statistics
• ☆ Statistical Theory
• ☆ Applied Statistics
• ☆ Comparative Analysis
• ☆ Bayesian Statistics
• ☆ Correlation Analysis
• ☆ Knowledge Management
• ☆ Information Retrieval
• ☆ Information & Knowledge Management
• ☆ Data Storage
• ☆ Python
• ☆ SQL
• ☆ Java
• ☆ Tensorflow
• ☆ LaTex
• ☆ Tableau
• ☆ Scikit-learn
• ☆ Hadoop
• ☆ Markup Languages

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Fact Checking, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Consulting Business Strategy Consulting, Go-to-Market Strategy Consulting, Operations Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Senior Data and ML Architect

Nvidia

9月 2023 - 現在

Senior Data Scientist

Orca Security

8月 2022 - 10月 2023

Sofware Engineer

Private Company

9月 2019 - 9月 2022

学歴

Ph.D. in Machine Learning and Data Science Engineering

Bar Ilan University

10月 2021 - 10月 2025

MS.c Data Science Engineering

Bar Ilan University

10月 2019 - 10月 2021

BS.c Computer engineering, Cyber security track

Bar Ilan University

10月 2015 - 10月 2019

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Coby Penso, Lior Frenkel, Jacob Goldberger (2024). Confidence Calibration of a Medical Imaging Classification System That is Robust to Label Noise . IEEE Transactions on Medical Imaging.