Mahesh Ramesh Kumar

Full Stack Development User research, requirements gathering, planning, documenting, prototype design, building and testing of scalable applications while collaborating with cross-functional teams Full stack development of client facing applications on AWS Cloud in Javascript, Vue.js, HTML and CSS on the frontend and Flask, Python and NoSQL database MongoDB on the backend Machine Learning, Big Data and Data Visualization Web scraping using Python and leveraging Machine Learning models and Big Data technologies including Pig, Hive, Spark and Hadoop Supervised, unsupervised and reinforcement machine learning techniques such as classification, regression, clustering, Q-learning, preprocessing and model selection Implementation of the techniques using Python, Pandas and Scikit-learn Implementing visualizations in Javascript, Python and D3.js