プロフィール詳細

プロジェクトを作成

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Dr. Zubair I.に依頼

United States

Deep Learning | Ex-Toyota Research Institute | Georgia Tech PhD | Computer Vision | Artificial Intelligence

プロフィール概要

I am a creative deep learning practitioner with 5+ years of experience training and deploying machine learning models. I am a doctoral candidate at Georgia Tech (ranked top 5 in the US) and have a diverse industry experience in deep learning research scientist roles at Toyota Research Institute ML-R, TRI Robotics and SRI International in Los Altos, CA and Princeton, NJ. I have teaching experience in deep learning as a graduate teaching assistant for Deep Learning (co-taught with Facebook AI) and Robotics at Georgia Tech. I have also worked on DARPA funded projects at Georgia Tech in the area of Deep Learning and I have peer reviewed publications/submissions in world renowned conferences such as ICRA/IROS/WACV

専門分野

• ★ Deep Learning
• ★ Computer Vision
• ☆ Robotics Engineering
• ☆ Machine Learning
• ☆ Artificial Intelligence

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing, Copywriting, Newswriting

Research Market Research, User Research, Meta-Research, Feasibility Study, Fact Checking, Gap Analysis, Gray Literature Search, Systematic Literature Review, Secondary Data Collection

Consulting Digital Strategy Consulting, Scientific and Technical Consulting

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

Product Development Formulation, Product Evaluation, Concept Development, Prototyping

職務経験

Graduate Research Assistant

Georgia Institute of Technology

1月 2019 - 現在

Deep Learning Research Scientist Intern

Toyota Research Institute - Robotics

5月 2021 - 8月 2021

Graduate Teaching Assistant

Georgia Institute of Technology

1月 2021 - 5月 2021

Incoming Deep Learning Research Scientist Intern

Toyota Research Institute

1月 2021 - 3月 2021

Deep Learning and Robotics Intern

SRI International

5月 2020 - 8月 2020

学歴

PhD

Georgia Institute of Technology

1月 2017 - 現在

認定資格

• Visual Perception for Self-Driving Cars

  coursera

  https://www.coursera.org/account/accomplishments/verify/FJX765WKDUSH

  1月 2021 - 現在

• Deep Reinforcement Learning Nanodegree

  Udacity

  https://confirm.udacity.com/DLEEFCSA

  1月 2020 - 現在

出版物

OTHER

Irshad, Muhammad Zubair, Mithun, Niluthpol Chowdhury, Seymour, Zachary, Chiu, Han-Pang, Samarasekera, Supun, Kumar, Rakesh (2021). SASRA: Semantically-aware Spatio-temporal Reasoning Agent for Vision-and-Language Navigation in Continuous Environments .

Irshad, Muhammad Zubair, Ma, Chih-Yao, Kira, Zsolt (2021). Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation .