Gokul Nishanth Sivakumar
Aspiring Data Scientist with experience in Data Analysis, Machine Learning, Predictive modeling, Big Data Mining, Recommender Systems, and Computer Vision.
Graduate Reasearch Assistant at DePaul Univeristy working on a project in collaboration with Northwestern Memorial Hospital, to develop a classification model that is intelligent to prognosticate Age-Related Macular Degeneration disease, a leading cause of irreversible vision loss in elders, using image processing and deep learning.
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Portfolio
Skills
Programming Languages: Python, PL/SQL, R, C, C++, Java
Tools: Jupyter, Pycharm, Visual Studio Code
Technologies: TensorFlow, Keras, OpenCV, Pandas, NumPy, SciPy, scikit-learn, Matplotlib, NLTK
Big Data Mining: Hadoop, SQL, Hive, Spark
Visualization: Tableau, Matplotlib, ggplot, seaborn
Cloud: AWS, Google Cloud
Projects
Extracting Drusen Features from SD-OCT Images
Sample Features
Advanced Data Analysis on World Air Pollution
Correlation Plot ordered by AOE (Angular Order of the Eigenvectors)
Princpal Factor Analysis
Princpal Component Analysis
Data Visualization on Energy Consumption in Chicago 2010
Thermal vs kWh Usage over the Year 2010 in Chicago
Sentiment Analysis on Drug Reviews
Porter Stemmer WordCloud for Positive and Negative Reviews
Lancaster Stemmer WordCloud for Positive and Negative Reviews
Snowball Stemmer WordCloud for Positive and Negative Reviews
Random Forest Ensemble Result on Porter Stemmer
