Samuel Nataf

Samuel Nataf Email and Phone Number

Head of Data Department @ SGTech - Zero Carbon, Sustainable Farming
amay, liege, belgium
Samuel Nataf's Location
Israel, Israel
Samuel Nataf's Contact Details

Samuel Nataf personal email

About Samuel Nataf

Samuel Nataf is a Head of Data Department at SGTech - Zero Carbon, Sustainable Farming. He possess expertise in engineering, project planning, project management, rail, contract management and 2 more skills. He is proficient in Espagnol.

Samuel Nataf's Current Company Details
SGTech - Zero Carbon, Sustainable Farming

Sgtech - Zero Carbon, Sustainable Farming

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Head of Data Department
amay, liege, belgium
Website:
sgtech.co.il
Employees:
17
Samuel Nataf Work Experience Details
  • Sgtech - Zero Carbon, Sustainable Farming
    Head Of Data Department
    Sgtech - Zero Carbon, Sustainable Farming May 2023 - Present
    Israel
  • Bites
    Data Scientist
    Bites Jul 2022 - Present
    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
  • Ds Projects
    Data Scientist
    Ds Projects Jan 2019 - Jan 2023
    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
  • Israel Tech Challenge <​Itc>
    Data Scientist
    Israel Tech Challenge <​Itc> Feb 2022 - Jul 2022
    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
  • Deutsche Bahn
    Testing & Commissioning
    Deutsche Bahn May 2018 - Feb 2022
    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)
  • Ns Engineering For Lesico Bahnbau Solel Bone Jv
    T&C, Interfaces & Rams Manager
    Ns Engineering For Lesico Bahnbau Solel Bone Jv Jul 2014 - May 2018
    3 New Lines In Israël
    • Project Management• Testing and Commissioning - Systems• In charge of Test Runs• RAMS• Interfaces
  • Alstom Transport
    Algorithm & T&C Engineer - Project Management
    Alstom Transport Oct 2009 - Jul 2014
    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

Samuel Nataf Skills

Engineering Project Planning Project Management Rail Contract Management Construction Railway

Samuel Nataf Education Details

Frequently Asked Questions about Samuel Nataf

What company does Samuel Nataf work for?

Samuel Nataf works for Sgtech - Zero Carbon, Sustainable Farming

What is Samuel Nataf's role at the current company?

Samuel Nataf's current role is Head of Data Department.

What is Samuel Nataf's email address?

Samuel Nataf's email address is sa****@****ahn.com

What schools did Samuel Nataf attend?

Samuel Nataf attended University Of Newcastle-Upon-Tyne, Ecole Spéciale Des Travaux Publics, Du Bâtiment Et De L'industrie, Lycee Thiers.

What skills is Samuel Nataf known for?

Samuel Nataf has skills like Engineering, Project Planning, Project Management, Rail, Contract Management, Construction, Railway.

Who are Samuel Nataf's colleagues?

Samuel Nataf's colleagues are Ira Solomon, Maya Keydar Prizant, Phd., Eliran Ben Hur, Gal Levin, Yonatan Metzger, Shimshon Horn, Adutza Adutza.

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