I am a machine-learning practitioner having experience in data mining, deep learning, statistical modelling, stock markets, telecom, banking, insurance, healthcare and business development.
- Highly proficient in Python
- Experienced in building end-to-end pipelines for data manipulation, modelling, model deployment and optimizations.
- Knowledge of variety of data visualization
- Knowledge of variety of machine-learning algorithms:
- Regression (Linear, Logistic Regression, Multiple, GLM)
- Statistical Modelling (Cluster Analysis, Decision Trees, Regression)
- Classification (Naive Bayes, Support Vector Machine,Decision trees, Ensembles - Random forests, Gradient Boosting)
- K Means/ hierarchical/DBSCAN/Affinity/Agglomerative/Spectral)
DeepNets/Theano/Keras/Tensorflow/CNN/LSTM/ImageProcessing/StockPrediction/Predictive Modelling/Pytorch/Theano.
- HoltWinters, ARIMA
- Tools (Tableau, QlikView, QlikSense)
- Database Management System- MySQL, MongoDB