Portfolio
  • Projects
  • Technologies
  • About

    • Welcome To
    My Personal Portfolio

    I am a Junior Data Scientist | AI Engineer with a strong exposure to Python and Machine Learning. I have worked on massive datasets applying machine learning algorithms. Therefore, I am ready to join a data science team who are working on data analysis or any AI complex projects.

    Learn More

    Projects

    Domain Adaptation for Segmentation Tasks via GAN

    A combination of domain adaptation and generalization techniques is proposed by leveraging domain-invariant image translations for image segmentation problems

    Stack
    • DaSeGAN
    • DaSeGAN-S
    • DaSeGAN-T

    Predicting Total Market Value for Football dataset from Transfermarkt

    I built a predictive model using machine learning regression algorithms to predict the market value of professional football players.

    Stack
    • Python
    • Pandas
    • Numpy
    • Linear Regression

    ML based Neural Networks for Autonomous Vehicle

    Successfully trained a self driving car using Convolution neural networks (CNN) using a simulator provided by Udacity.

    Stack
    • 0pencv-python
    • pandas
    • numpy

    GAN for Cows & Horses Dataset

    Designed a CNN classifier & improved its accuracy by doing GAN_based data augmentation. Implemented unpaired neural style transfer between images of the two classes (Cow, Horse).

    Stack
    • Tensorflow
    • Keras
    • CNN
    • CycleGAN

    Technologies

    I've worked on different AI technologies ranging from Machine Learning to Computer Vision Projects.

    • Python

      Experiece with
      Tensorflow, NumPy, Pandas & Keras.

    • Data Analysis

      Experience with
      Machine Learning Algorithms

    • R programming

      Experience with
      data visualization & time series analysis

    About Me

    I am Eskinder Tsegaye Defar , currently studying M2 Mechatronics, Machine Vision & Artificial Intelligence at University of Paris Saclay. I am more interested in artificial intelligence particularly in Machine learning Algorithms. I am ready to work as a data scientist, ML engineer | AI researcher.

      2018

      Started my journey

      2019

      Did ML Internship at Microsoft Technology Associate

      2020

      Completed intensive AI Courses

      2021

      Shared my projects with the world

      2022

      Started my own platform

    Personal Achievements

    2+

    Reviewed AI research papers on IEEE Big Data Mining & Analytics Journals

    1+

    Gold Medal for Excelling in 1st year exam result

    90+

    Completed ML Internship with Python

    87+

    Completed Bachelor degree in the 1st Class with Distinction

    Innovating one project at a time