Dimion Asael

Deep Learning Researcher at Leo AI
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Contact Information
us****@****om
(386) 825-5501
Location
Israel, IL

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5.0

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Shay Hummel

I had the pleasure of working with Dimion at SparkBeyond as his direct manager. I wholeheartedly recommend him for any professional endeavor. Dimion possesses an exceptional talent for data science and, in particular, natural language processing (NLP). His self-taught approach and unwavering curiosity have made him an invaluable asset to our team. His innovative thinking and ability to tackle complex problems with ease have consistently impressed both colleagues and clients. Dimion is a true professional who not only excels in delivering outstanding results but also continuously strives to stay up-to-date with the latest technologies in their field. I have no doubt that he will continue to excel and make significant contributions in any project or organization he is involved with.

Dan A.

I had the pleasure of working closely with Dimion for the past couple of years, and I can confidently say that he is an exceptional NLP expert. Dimion possesses an impressive array of technical skills and has an innate ability to learn quickly, making him a valuable asset to any team. One of the things that truly stood out about Dimion was his knack for taking entirely new technologies and effortlessly adapting them to suit his needs. It was always a delight to witness his innovative approach, as he consistently found ways to leverage these technologies to their fullest potential. Working alongside him was not only productive but also incredibly enjoyable. Dimion's expertise in NLP transformers, diffusers, and generative AI is truly remarkable. His deep understanding of these domains allowed him to tackle complex challenges with ease. Whenever we encountered a particularly difficult problem, Dimion's sharp mind and thoughtful approach would lead us to the most effective solutions. Furthermore, Dimion's thoroughness and attention to detail are unparalleled. His dedication and commitment to delivering high-quality work were truly inspiring, motivating the entire team to strive for excellence. Beyond his technical prowess, Dimion is an incredibly friendly and professional individual. He is always approachable, willing to help, and fosters a positive team environment. It was a pleasure collaborating with someone who not only possessed exceptional technical skills but was also a genuinely great person.

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Credentials

  • Certificate of Excellence in the Hugging Face Deep Reinforcement Learning Course
    Hugging Face
    Jun, 2023
    - Oct, 2024

Experience

    • United Kingdom
    • Software Development
    • 1 - 100 Employee
    • Deep Learning Researcher
      • Sep 2023 - Present
    • United States
    • Software Development
    • 1 - 100 Employee
    • NLP Expert
      • Jan 2022 - Jul 2023

      • Perform cutting-edge research on various NLP tasks such as fact extraction, information retrieval, logical inference, ontology building, disambiguation, and more. • Build a strategic technological frontier in a game-changing product. • Play a key part in establishing a unique, multidisciplinary pioneering team. • Bring your analytical skills and curiosity to life through performing applied research in NLP. • Develop NLP-based solutions from ideation to full production code, building software that implements AI algorithms while being robust, scalable, and delivering high performance. • Run crowdsourcing tasks to get data for your NLP algorithms • Work with various interfaces – Product, Full Stack Developers, Researchers, Data Scientists, UX, and many more. • ML and DL NLP methods for Information Retrieval/Extraction pipeline • Developed tools and services in many NLP tasks: QA, IR, Text generation, NLI, LTR • Improved runtime by up to 30% using SentenceTransformers + Faiss • Creating ,tagging and using data to train ML models • Using LLMs to replace parts of the system and reduce costs Show less

    • Israel
    • Higher Education
    • 700 & Above Employee
    • Graduate Teaching Assistant in NLP course
      • Jul 2020 - Jan 2021

      • Building the course• Checking homeworks

    • Graduate Teaching Assistant in Programming Languages Course
      • Mar 2019 - Jan 2021

      In charge of the course syllabus and homeworks

    • Israel
    • Defense and Space Manufacturing
    • 700 & Above Employee
    • Algorithms Research Intern
      • Jun 2019 - Aug 2019

      • Responsible for quantize a neural net to run on a weak hardware • Created synthetic optical flow dataset for training and evaluation • Used image processing tools to evaluate Deep learning method against classic method • Development and implementation with TensorFlow • Responsible for quantize a neural net to run on a weak hardware • Created synthetic optical flow dataset for training and evaluation • Used image processing tools to evaluate Deep learning method against classic method • Development and implementation with TensorFlow

    • United Kingdom
    • Financial Services
    • 300 - 400 Employee
    • Student Software Developer
      • Dec 2017 - Sep 2018

      • In charge of developing an app for google assistant, which include Natural Language Processing, and capabilities to remember the context • Using REST protocol to create data monitoring tools • Creating a software that checks if names are similar • In charge of developing an app for google assistant, which include Natural Language Processing, and capabilities to remember the context • Using REST protocol to create data monitoring tools • Creating a software that checks if names are similar

Education

  • Technion - Israel Institute of Technology
    Master's degree, Computer Science
    2019 - 2021
  • Technion - Israel Institute of Technology
    Bachelor's degree, Computer Science
    2015 - 2018

Community

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