Hi, I am an academic at a top-ranked engineering university since 2013. Currently, I am on a sabbatical residing in the UK.
I have adequate knowledge of the breadth of ML algorithms with an ability to evaluate and choose the best-suited algorithms, perform feature selection and optimize machine learning models. I have hands-on experience in implementing supervised ML algorithms like linear regression, logistic regression, decision trees, naïve Bayes, and K nearest neighbors.
I have hands-on experience in using machine learning frameworks and libraries like Scikit-learn, Tensorflow, Keras, and Pytorch to solve real-world problems. Lately, I have taught and applied big data management and analytics, with exposure to supervised and unsupervised machine learning for big data problems using Apache Mahout and Apache Spark.