I am an Project Engineer in Sojitz Corporation, Jeddah, Kingdom of Saudi Arabia. I earned my B.Tech in Electrical & Electronics Engineering from UK-TECH, Dehradun India. From my childhood i have learnt things with a concentration in quantitative methods. I have always tried to focus on developing more sensitive tools to capture subtle yet meaningful changes in machines’s language and social functioning. Currently, my hobby / research is driven by the need for good outcome measures to evaluate the impact of new technologies and inventions in the area of automation and artifcial intelligent machines. I am passionate about using technology to improve how we measure machines’s behavior in a way that is both objective and quantitative. I believe using technology like machine learning makes participating in research studies more fun, and reduces the burdens placed on participants. In addition to the full day job, I do research in machine learning, data science, artificial intelligence, natural language processing, and data visualization using Python & R.