Premchanok Bamrung

Machine Learning Engineer at TORUS AI
  • Claim this Profile
Contact Information
us****@****om
(386) 825-5501
Location
Toulouse, Occitanie, France, FR
Languages
  • Anglais Professional working proficiency
  • Français Native or bilingual proficiency
  • Italien Elementary proficiency
  • Allemand Elementary proficiency
  • Thaï Elementary proficiency

Topline Score

Topline score feature will be out soon.

Bio

Generated by
Topline AI

5.0

/5.0
/ Based on 2 ratings
  • (2)
  • (0)
  • (0)
  • (0)
  • (0)

Filter reviews by:

Thang Nguyen

Over the past 10 months, I've had the opportunity to directly manage Prem as a Machine Learning Engineer. He has consistently demonstrated reliability and attention to detail, ensuring that tasks are completed on time and in line with his own estimations. Beyond his technical skills, Prem brings a positive, sociable demeanor to the team. This creates an uplifting work environment and fosters strong teamwork. He maintains a professional approach to his duties, while still being open and respectful towards colleagues. In summary, Prem would be a valuable addition to any organization. I positively recommend him to anyone looking for help on their team.

Émilie Merdy

J'ai eu l'opportunité de travailler avec Prem sur des sujets relatifs à l'IA et au NLP, d'une part sur des aspects liés aux analyses de données et d'autre part sur la présentation des résultats (dataviz). Prem est pragmatique et possède une connaissance solide de son domaine d'expertise. Soucieux de respecter ses engagements, il sait trouver des solutions astucieuses pour ne pas rester bloqué en cas d'embûches techniques ou organisationnelles. En plus de ses qualités professionnelles, Prem fait preuve d'un véritable esprit d'équipe, il est attentif à ses collègues et sa bonne humeur communicative agrémente les journées de travail à ses côtés.

You need to have a working account to view this content.
You need to have a working account to view this content.

Credentials

  • TOEIC 945/990
    ETS Global
    Jan, 2019
    - Nov, 2024

Experience

    • France
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Machine Learning Engineer
      • Nov 2022 - Present

      Responsible for developing, maintaining, and optimizing AI-powered products which have the potential to serve millions of people worldwide. Work closely with product managers and software engineers to deliver scalable machine learning solutions. • Identify, analyze and find solutions for AI product engineering problems • Research and apply the state-of-the-art neural network architectures and training methods to the development of our products • Collaborate with other people, including AI scientists, software engineers, and business managers on requirements and solutions • Implement best practices for robust machine learning production deployment • Maintain a high level of code quality across all products • Build libraries and tools for automatic data processing and model training on our AI platforms. Show less

    • France
    • Information Services
    • 1 - 100 Employee
    • Data Scientist
      • Sep 2021 - Oct 2022

      Participation in the development of a customer feedback analysis application in an R&D team.● Development of Deep Learning models in NLP (sentiment analysis, topic detection...) : - data harvesting (2 millions reviews scraped), - data analysis (reporting in dashboard)- building of amodel training pipeline with monitoring (Weight&Biases) and hyperparameter optimization by Bayesian optimization (Optuna) on cloud instances (GCP)- model optimization (prunning, quantization, graph optimization...) of LSTM and Transformers models for inference on CPU - creation of Python libraries (with CI/CD from Gitlab) to facilitate the use of models in production● Benchmark of libraries, models, solutions and comparison with internal solutions ● Implementation and deployment of internal applications - monitoring of Linux servers with Netdata- ETL pipeline automation platform with Prefect- POC dashboard with the latest functionalities developed - API Rest with FastAPI for prototyping - application containerization with Docker and reverse proxy with Nginx Show less

    • Intern Data Scientist
      • Mar 2021 - Sep 2021

      R&D on AI solutions, mainly in NLP.Data retrieval by web scrapping.Definition of Deep Learning model architectures.Implementation of evaluation protocols.Technology watch and knowledge dissemination.

    • France
    • IT Services and IT Consulting
    • 700 & Above Employee
    • Intern Data Scientist
      • Feb 2020 - Jul 2020

      End of study R&D internship in PLM. Development of a POC on metadata of digital mock-ups (DMU) from Airbus. Algorithm development, data mining, creation and optimization of Machine Learning models on aeronautical data. End of study R&D internship in PLM. Development of a POC on metadata of digital mock-ups (DMU) from Airbus. Algorithm development, data mining, creation and optimization of Machine Learning models on aeronautical data.

    • Greece
    • Research
    • 700 & Above Employee
    • Intern Robotic and Comptuer Vision Engineer
      • Feb 2019 - Jul 2019

      Contour detection of manufactured parts using a webcam on a robotic arm. Using OpenCV and Python to do the vision work. Design of a webcam support on a robotic arm. Moving the robotic arm using V+ language. Contour detection of manufactured parts using a webcam on a robotic arm. Using OpenCV and Python to do the vision work. Design of a webcam support on a robotic arm. Moving the robotic arm using V+ language.

    • France
    • Printing Services
    • 1 - 100 Employee
    • Order picker
      • Jul 2013 - Aug 2018

      Seasonal during summer (July and August). Cutting and wrapping of invitations. Printing and sublimation of personalized objects (mug, photo frame, key ring...) Seasonal during summer (July and August). Cutting and wrapping of invitations. Printing and sublimation of personalized objects (mug, photo frame, key ring...)

    • France
    • Engineering Services
    • 700 & Above Employee
    • Physical Measurement Technician
      • Jul 2017 - Jul 2017

      Calibration of hydromechanical benches. Automation of calculation tasks in VBA under Excel.

    • DUT Internship
      • Apr 2017 - Jun 2017

      Creation of a verification procedure for a fleet of measuring equipment. Data mining and analysis in VBA under Excel.

Education

  • ENSEEIHT
    Mastère spécialisé en Valorisation des Donnés Massives, Intelligence artificielle
    2020 - 2021
  • Institut national des Sciences appliquées de Toulouse
    Mastère spécialisé en Valorisation des Donnés Massives, Intelligence artificielle
    2020 - 2021
  • Ecole nationale d'Ingénieurs de Saint-Etienne
    Ingénieur Génie Physique à Parcours Sensoriel
    2017 - 2020
  • IUT de Saint Etienne
    DUT Mesures Physiques, Métrologie, physique appliquée
    2015 - 2017
  • Lycée Vauvenargues
    Baccalauréat Scientifique, Mention bien
    2011 - 2015

Community

You need to have a working account to view this content. Click here to join now