Samuel Nataf Email & Phone Number

Israel

Israel

Tel Aviv, Israel

• Part of the R&D team - in charge of the Data Science• End-to-end ownership: 4 AI features (NLP / CV / Audio) for the Company App• Tech Stack: Tensorflow, Pytorch, torchvision, OpenCV, Numpy, Pandas, GCP, Whisper, Spacy, GPT3, Librosa.• Implementation: 6 different models tested (including Leaf, Haystack) - employees score based KPI - deployed in AWS• Own the AI products through all phases of its life cycle from conception to launch• Lead ML/AI-based capabilities… Show more • Part of the R&D team - in charge of the Data Science• End-to-end ownership: 4 AI features (NLP / CV / Audio) for the Company App• Tech Stack: Tensorflow, Pytorch, torchvision, OpenCV, Numpy, Pandas, GCP, Whisper, Spacy, GPT3, Librosa.• Implementation: 6 different models tested (including Leaf, Haystack) - employees score based KPI - deployed in AWS• Own the AI products through all phases of its life cycle from conception to launch• Lead ML/AI-based capabilities and features in various areas of Bites products.• Tracked latest state-of-the-art machine-learning research and adopted where relevant• Interacting with diverse technical, business, marketing and other cross functional groups, spanning different organizational levels.• Understanding customer needs and gather product requirements Show less

Tel Aviv District, Israel

Projects driven by passion are the bests you can realize here are some examples:● End2End android ML app that automatizes counting for a card game. Available in Google Play Store. (CoincheCounter: link below)● Playlist Generator - DALL·E Style (Project Winner) – Medium article: link below – Try here: http://18.197.129.209:8501/ – GitHub: https://github.com/SAMN-DS/Moodika● App planning a personalized Fitness program (Hackathon Winner) - XGboost model - Video Demo:… Show more Projects driven by passion are the bests you can realize here are some examples:● End2End android ML app that automatizes counting for a card game. Available in Google Play Store. (CoincheCounter: link below)● Playlist Generator - DALL·E Style (Project Winner) – Medium article: link below – Try here: http://18.197.129.209:8501/ – GitHub: https://github.com/SAMN-DS/Moodika● App planning a personalized Fitness program (Hackathon Winner) - XGboost model - Video Demo: https://video.wixstatic.com/video/b3164e_d9d375f6a3ee4acd84b9396a22b3a6a5/720p/mp4/file.mp4● Jobs Scraper: 20k+ jobs scraped from Indeed with all relevant metadata, inserted to SQL DB - GitHub: https://github.com/SAMN-DS/ITCscrapping● Auto-MCQ Generator: Generate a Multiple Choices Questionnaire from free text - Try here: link Below● Customized movie generator from free-text: Image generation with Stable diffusion - Video in my post from January 23● Live Drowsiness / Attention Detection + Live Sign language translator : YOLOV7, OpenCV, pytorch● Satellites Image segmentation: TensorFlow, OpenCV (DroneDeploy dataset)● Chess cheating Drama – DS analysis● Reinforcement learning applied to games Show less

Tel Aviv, Israel

Intense training program which qualifies engineers as Data Scientists. The program is a full-time, hands-on accelerator that provides experience in Machine Learning, Deep Learning, Computer Vision, and NLP.Projects: • Playlist Generator - DALL·E Style (Project Winner) • App planning a personalized Fitness program (Hackathon Winner) - XGboost• Jobs Scraper: 10k+ jobs scraped from Indeed with all relevant metadata, inserted to SQL DB

Tel-Aviv, Israël

Tel Aviv Light Rail Train• Data Computing, Analysis. Software Development with third company• Design to full Operation, Project Management, In charge of Train Runs, Team Leader• Direct interface with the Governmental Client representatives (NTA, ISR, JTMT, NI)

3 New Lines In Israël

• Project Management• Testing and Commissioning - Systems• In charge of Test Runs• RAMS• Interfaces

Jerusalem

Jerusalem Light Rail Train - Engineering, Testing & Commissioning and Project Management• Software interfaces between AVLS and TCMS (acc.)• Train & Signaling Systems• Schedule• Overall T&C• Claims• Project Management• Traffic Control System Dvpmt - POC to Transitec

Master Of Science - Structural Engineering And Construction Management, Engineering And Management

Travaux Publics, Engineer

Activities and Societies: Football Team Manager, Ski Association, Junior Entreprise

Mathematics/Physics/Chemistry, Mathematics/Physics/Chemistry

Preparation for selective engineering school entrance examinations - Lycée Thiers, Marseille