Skip to content
View vggls's full-sized avatar
5 followers · 7 following

Achievements

Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Arctic Code Vault Contributor

Block or report vggls

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 user’s behavior. Learn more about reporting abuse.

Report abuse
vggls/README.md

❕ Interests/Keywords

  • A.I. : Machine/Deep Learning, eXplainable AI (XAI), Generative AI,
            NLP & Language Modeling, Computer Vision, Clustering, Time Series
  • Math : Mathematical Calculus, Linear Algebra, Matrix Theory, Probability Theory, Statistics

🏫 Education & Work experience 🧑‍💼

Detailed work and educational history is available at my LinkedIn profile

💻 Tech skills

  • Programming: Python
  • Database Management: PostgreSQL
  • Version Control: Git
  • Data Analysis Python Tools: Numpy, SciPy, Pandas, Seaborn, Matplotlib, Plotly
  • Machine/Deep Learning Python libraries: sklearn, sktime, Keras, PyTorch, transformers, NLTK, OpenCV, librosa, NiBabel
  • XAI Python libraries: lime, shap, pytorch-grad-cam
  • Big Data Processing: Azure Databricks, PySpark
  • MLOps tools: MLflow
  • Visualizations/Presentations: MS Power BI, MS Office Tools

Popular repositories Loading

  1. Time_Series_Prediction Time_Series_Prediction Public

    ARIMA model, LSTM neural network and DMD algorithm

    Jupyter Notebook 7

  2. medical_xai medical_xai Public

    On the evaluation of deep learning interpretability methods for medical images under the scope of faithfulness

    Jupyter Notebook 3

  3. text_classification_fetch_20newsgroups text_classification_fetch_20newsgroups Public

    SVM and BiLSTM classifiers

    Jupyter Notebook 1

  4. ML_algorithms_from_scratch ML_algorithms_from_scratch Public

    Jupyter Notebook

  5. Reinforcement_Learning_intro Reinforcement_Learning_intro Public

    Jupyter Notebook

  6. Speech_Emotion_Recognition_Classifier Speech_Emotion_Recognition_Classifier Public

    SVM classifier for speaker independent train-val-test sets

    Jupyter Notebook