Arya Mohan Email & Phone Number

Cambridge, MA, US

Atlanta, Georgia, United States

Course: CSE 6242 - Data and Visual Analytics

Cupertino, California, United States

- Researching the use of Generative Adversarial Networks to parameterize and estimate physical parameters of the blackhole image released in 2019 by the EHT collaboration- Developed a generative model to generate astronomical time series data with convolutional and deconvolutional networks, to improve periodic star classification through data augmentation

- Developed the curriculum for a machine learning and data science course covering a range of topics including multi-layer perceptions, convolutional neural networks, exploratory data analysis, tree and ensemble models, recommendation engines and generative modeling- Taught labs and exercises to 100+ students for over 5 courses that covered the.

- Designed and implemented user interfaces, backend technologies and custom web applications on the Salesforce platform using JavaScript, Java and HTML/CSS. Integrated third-party platforms into Salesforce using native REST APIs- Designed and implemented automated code smell, bug identification and removal toolset using Python which led to better code.

- Collated, prepared data, and created visualizations and dashboards for different internal teams and systems- Designed and developed a deep analytics dashboard on the Einstein Analytics platform to gain insights into support tickets logged by customers, thereby increasing development efficiencies- Led a team to design a classifier using image processing.

- Implemented neural networks and boosted regression tree models to analyze and forecast energy consumption in European households- Developed energy consumption models and built an analytics platform to proactively enable predictive maintenance of energy infrastructure

Master Of Science - Ms, Computational Science

Courses: Computer Vision, Data Visual Analytics, Scientific Machine Learning, Computational Data Analysis

Bachelor Of Technology - Btech, Electrical, Electronics And Communications Engineering