Career Profile
Student at Ashoka University. I am currently pursuing a post-graduate diploma in advanced research and studies in computer science. Born and brought up in Dehradun, I completed my school education from St. Joseph's Academy and my B.Sc. in Computer Science from Ashoka University. Interested in working in the domain of Machine Learning and Computer Vision.
Experiences
Created an Automated Scraping model using xgboost classifier for data extraction from online newspaper articles.
Achieved 87% accuracy in extracting and classifying data( title, body, image, publication data) from 20000 news articles.
Created a word document generator for a Django application using python-docx
Implemented asynchronous multiprocessing to python scripts to increase data extraction efficiency by 4 times
Wrote elasticsearch queries for data aggregations and filtering
Designed a scalable Convolutional Neural Network in MATLAB for classification of thermal images to track and classify objects.
Achieved 90 percent accuracy for 3 different targets
Developed a Horizon detection model using opencv and MATLAB