Devin Upreti

• Performed Data Preprocessing, Data Cleaning, Feature Scaling, Data Visualization, Data Analysis, Cross Validation and Statistical Modeling
• Clustered Sites with similar energy consumption profile
• Implemented automated cluster name mapping for dashboard on the web interface
• Performed Weibull Analysis to determine the remaining use life of a machine
• Applied Linear Regression for Interpolation and other data filling methods for filling missing data values

CGPA - 3.89 | Key Courses : Artificial Neural Networks, Analytical Data Mining, Object Oriented Programming, Design and Analysis of Algorithms, Structured Programming and Formal Methods

• Developed a Remote Code Repository capable of supporting file persistence, management of versions, and the acquisition and publication of source and document files.
• Capable of displaying package categories, based on metadata stored in the NoSql database and collections of filenames based on queries defining categories, filenames, dependencies, and versions.
• Included a C++ message-passing communication system, based on sockets. It supported asynchronous communication between multiple concurrent Client processes and the Repository Server.
• Provided a Graphical User Interface (GUI) for file check-in, check-out, versioning, and browsing.

Created a mobile application for searching Gifs using audio and image inputs at HackNY. The application was developed for android platform in a short time frame of 15 hours.

• Handled integration of Clarifai and Giphy APIs into the mobile application. The application was successful in delivering matching results for voice and image based gif search.

• Implemented a Computer Vision project which employed Machine Learning and Pattern Recognition to perform face recognition on a sample of students. The data generated by the system was used to mark their class attendance.
• Performed Face Detection by utilizing Haarcascades and Face Recognition with Local Binary Patterns Histogram in the system.
• Engineered the system using python for the programming language. Worked with python modules such as OpenCV for the implementation.