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Gal Moore
MSc CS (תואר שני מדמ"ח) Data Scientist with 5 years experience NLP, CV and tabular
Tel Aviv-Yafo, ישראל
פרילנסר
צור קשר
מועדף
אודותינו
Shalom,
I'm Gal Moore and I live in Tel Aviv, Israel. I'm a Data Scientist and Machine Learning Engineer with extensive experience working with all size companies and multiple industries (healthcare, finance, robotics). Dual English/Hebrew Native Speaker having lived half my life in Israel and half abroad. Proficient in NLP, Computer Vision and Tabular data.
- ML architecture: designing solutions and infrastructure
- Technologies: Jupyter, Linux, SQL, Airflow, AWS
- Tabular data: XGBoost, Catboost, LGBM, Ensembling, Anomaly Detection
- Computer Vision: Convolutional Techniques (Segmentation & Detection)
- NLP: Transformers (BERT, GPT), LSTM, NLTK, Spacy, Embeddings
- Python libraries: NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch, OpenCV, Pyspark
- Supervised learning: implementing classification, regression, and recommender systems
- Unsupervised learning methods: clustering, reducing dimensionality, and factorization
- Reinforcement learning (managing multi-armed bandit scenarios, q-learning, and deep RL)
- Hands-on experience in optimisation of deep neural networks
BA Business Management, London Metropolitan University
MSc Computer Science, University College London
Data Science, Y Data
I'm Gal Moore and I live in Tel Aviv, Israel. I'm a Data Scientist and Machine Learning Engineer with extensive experience working with all size companies and multiple industries (healthcare, finance, robotics). Dual English/Hebrew Native Speaker having lived half my life in Israel and half abroad. Proficient in NLP, Computer Vision and Tabular data.
- ML architecture: designing solutions and infrastructure
- Technologies: Jupyter, Linux, SQL, Airflow, AWS
- Tabular data: XGBoost, Catboost, LGBM, Ensembling, Anomaly Detection
- Computer Vision: Convolutional Techniques (Segmentation & Detection)
- NLP: Transformers (BERT, GPT), LSTM, NLTK, Spacy, Embeddings
- Python libraries: NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch, OpenCV, Pyspark
- Supervised learning: implementing classification, regression, and recommender systems
- Unsupervised learning methods: clustering, reducing dimensionality, and factorization
- Reinforcement learning (managing multi-armed bandit scenarios, q-learning, and deep RL)
- Hands-on experience in optimisation of deep neural networks
BA Business Management, London Metropolitan University
MSc Computer Science, University College London
Data Science, Y Data
שפות
אנגלית
שפת אם
עברית
שפת אם
תחומי התמחות
הנדסה
150 ₪ לשעה
הנדסת תוכנה
Built fully automatic deep neural network optimisation solutions and end to end products at previous employees (see cv)
הנדסת מחשבים
Built fully automatic deep neural network optimisation solutions and end to end products at previous employees (see cv)
טכנולוגיה
150 ₪ לשעה
Amazon S3 - Simple Storage Service
Use and setup of S3 for multiple projects - see CV
ניהול ידע
Demonstrated through database expertise and extensive data projects (see CV)
מידענות
Demonstrated through database expertise and extensive data projects (see CV)
Internet of Things / IoT
Worked on IoT-related robotics projects at Cogniteam including Autonomous vehicles, radar, Lidar, camera and IMU based. https://youtu.be/pxpq5a0irYo
AI, בינה מלאכותית
Developed End to End AI solutions in healthcare, robotics, telecoms and finance - see CV
Chatbot, צ׳אטבוט
Created a chatbot using ROS, Linux and muiltiple sensors for an Intel project https://youtu.be/n81bAgLAbtg
רובוטיקה
Worked on autonomous systems and IoT-related robotics for MAFAT, Intel and others at Cogniteam https://www.youtube.com/watch?v=CkXNGR9ayZk
Machine Learning
Extensive experience, notably as a ML engineer and data scienist at Thetaray, Healthy.io, Huawei and Cogniteam (See CV)
עיבוד תמונה
Specialized in deep neural network based convolutional techniques (segmentation & detection), dataset development, training and fine tuning models and use of OpenCV.
ראייה ממוחשבת
Specialized in deep neural network based convolutional techniques (segmentation & detection), dataset development, training and fine tuning models and use of OpenCV.
רשתות עצביות - Neural Networks
Deep neural network architecture experience at Healthy.io and Cogniteam with extensive experience analysing, modifying and optimizing deep convolutional networks at Huawei
זיהוי דיבור - Speech, Voice Recognition
Created a chatbot using ROS, Linux and muiltiple sensors for an Intel project https://youtu.be/n81bAgLAbtg
Deep Learning
Deep neural network architecture experience at Healthy.io and Cogniteam with extensive experience analysing, modifying and optimizing deep convolutional networks at Huawei - see CV
Autonomous Vehicle Technology
Worked on autonomous systems and IoT-related robotics for MAFAT, Intel and others at Cogniteam
Google Cloud Platform
Built end to end image segmentation and detection solution based on neural networks in a GCP environment
עיבוד שפה טבעית - NLP
Experience with Regex, NLTK, Gensim, Huggingface in transformers (BERT, GPT), LSTM, and embeddings for use in classification, summarization, POS tagging etc..
נסיון תעסוקתי
תארים אקדמיים
פעילות התנדבותית
קישורים
linkedin.com/in/galmoore
Linkedin
github.com/GalMoore/projects_portfolio
GitHub - GalMoore/projects_portfolio: Portfolio of data science and robotics projects
Portfolio of data science and robotics projects. Contribute to GalMoore/projects_portfolio development by creating an account on GitHub.
18 תחומי התמחות
150 ₪
לשעה
טכנולוגיה
חוות דעת
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