プロフィール詳細

プロジェクトを作成

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Dr. Guy Y.に依頼

Israel

Data Scientist | 10+ years of experience in Data Science| Expert in LLM, ML, Data, gen AI, deep learning, Python

プロフィール概要

PhD in Computer Science with a focus on Machine Learning and AI. Experienced in developing and deploying AI/ML solutions across a range of industries, from small startups to large corporations. Key projects include: - AI Translator for Sign Language – Developed a system to convert spoken/written language into sign language. - Banking Chatbot – Built an AI-powered chatbot for financial services to enhance customer support and automate banking queries. - ML Products for Cloud Services & CRM – Designed and deployed machine learning solutions integrated with cloud platforms and CRM applications. - Log Analysis & Root Cause Analysis – Applied ML techniques to detect anomalies and diagnose issues in large-scale system logs. - Time Series Analysis – Worked on predictive modeling for forecasting and anomaly detection in time-series data. Strong expertise in NLP and deep learning. Experienced in taking projects from research and prototyping to production.

専門分野

• ☆ Data Analysis
• ☆ Data Collection
• ☆ Machine Learning
• ☆ Deep Learning
• ☆ Statistics
• ☆ Applied Statistics
• ☆ Regression Analysis
• ☆ Bayesian Statistics
• ☆ Correlation Analysis
• ☆ Trend Analysis
• ☆ Applied Mathematics
• ☆ Mathematical Models
• ☆ Mathematical Optimization
• ☆ Stochastic Processes
• ☆ Decision Science
• ☆ Information Retrieval
• ☆ Information & Knowledge Management
• ☆ Data Storage
• ☆ Python
• ☆ SQL
• ☆ Tensorflow
• ☆ Scikit-learn
• ☆ Hypothesis
• ☆ Technology Scouting
• ☆ Literature Search

サービス

• Data & AI

Data & AI Predictive Modeling, Statistical Analysis, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics

職務経験

Senior Data Scientist

VSL Labs

3月 2023 - 1月 2025

Senior Data Scientist

Huawei Technologies

9月 2017 - 2月 2023

Senior Data Scientist

Verint

12月 2013 - 9月 2017

Data Scientist

Exelate (purchased by The Nielsen Company)

11月 2012 - 12月 2013

Data Scientist

Personetics

1月 2011 - 10月 2012

学歴

Computer Science PhD

University of California, Irvine

1月 2005 - 1月 2009

Masters (Science)

University of California, Irvine

1月 2002 - 1月 2005

認定資格

• 認定資格の詳細は未入力です。