I am a data scientist having experience in developing machine learning and deep learning models for several real-world tasks. I have a solid knowledge of python programming, machine learning, and deep learning.
Currently, I am very active on Kaggle where I participate in different kinds of competitions (Computer Vision, Natural Language Processing, Time Series Analysis, and Predictive Modeling) based on real-world problems.
➼ Data cleaning, Data analysis, and Data visualization.
➼ Supervised learning (Classification/Regression)
➼ Time series analysis
➼ Natural Language Processing (NLP)
➼ Computer Vision (CV)
Machine Learning Algorithms:
➼ Linear/Logistic Regression
➼ K-Nearest Neighbours (kNN)
➼ Decision Trees
➼ Support Vector Machine (SVM)
➼ Neural Network (ANN, RNN, CNN, DNN, etc)
➼ Ensemble methods (Random Forest, XGBoost, CatBoost, AdaBoost, LightGBM, etc)
➼ Matplotlib / Seaborn
➼ Pandas / Numpy
➼ OpenCV / YOLO
➼ Scikit-Learn / Tensorflow / Keras