Skip to content
View Phrungck's full-sized avatar
๐Ÿ–๏ธ
Remote always ;)
๐Ÿ–๏ธ
Remote always ;)

Block or report Phrungck

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this userโ€™s behavior. Learn more about reporting abuse.

Report abuse
Phrungck/README.md

Hi!๐Ÿ‘‹ Welcome to my page! :)

class MachineLearningEngineer:
    def __init__(self):
        self.experience_years = 2
        self.skills = [
            "deploying machine learning, computer vision, and NLP models",
            "data engineering of large data",
            "development and implementation of state-of-the-art models",
            "training in the cloud or dedicated servers",
            "model serving and monitoring"
        ]
        self.knowledge = [
            "academia-level and industry-level machine learning",
            "experimentations",
            "meeting business performance metrics"
        ]
        self.projects = [
            "cybersecurity",
            "healthcare",
            "meteorology"
        ]
        self.hobbies = [
            "playing Dota",
            "tending to my cats"
        ]

    def __str__(self):
        intro = "Hi, I am a machine learning research engineer with over {} years of end-to-end experience in {}.".format(
            self.experience_years, ", ".join(self.skills)
        )
        knowledge = "I have in-depth knowledge of {} where I am proficient in {}.".format(
            " and ".join(self.knowledge[:2]), ", ".join(self.knowledge)
        )
        projects = "I constantly immerse myself in different AI domains and have worked in {} projects.".format(
            ", ".join(self.projects)
        )
        hobbies = "Outside of my regular programming, I mostly {}.".format(" and ".join(self.hobbies))
        return "{}\n{}\n{}\n{}".format(intro, knowledge, projects, hobbies)

if __name__ == "__main__":
    profile = MachineLearningEngineer()
    print(profile)

Skills

AI Frameworks

PyTorch
PyTorch
TensorFlow
TensorFlow

Machine Learning & Deep Learning

Scikit-Learn
SkLearn
HuggingFace
HuggingFace
Torchtext
Torchtext
PyArt
PyArt
MediaPipe
MediaPipe
Scipy
Scipy
OpenCV
OpenCV
MONAI
MONAI
Torchvision
Torchvission
streamlit
Streamlit

Engineering

Python
Python3
C#
C#
PowerShell
PowerShell
Azure
Azure
AWS
AWS
ONNX
ONNX

Data Manipulation & Visualization

Polars
Polars
Vaex
Vaex
Numpy
Numpy
Pandas
Pandas
Jupyter
Jupyterlab
MySQL
MySQL
Seaborn
Seaborn
Matplotlib
Matplotlib

Pinned Loading

  1. RecycleML RecycleML Public

    This contains several modules and models applied in different machine learning and deep learning domains.

    Jupyter Notebook 1

  2. Two-View-Segmentation-EF-Estimation Two-View-Segmentation-EF-Estimation Public

    Official implementation of the paper: "Two-View Left Ventricular Segmentation and Ejection Fraction Estimation in 2D Echocardiograms".

    Python 1