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Data scientist with machine learning and deep learning knowledge.
Posseses skills of extracting insights from raw data to help organisation with ability to take better decisions using data.... Show More
Data & Analytics
Amazon Reviews Classification using Deep Learning Algorithmshttps://colab.research.google.com/drive/18WLuv8L1cmuPOCf--39FDSJoIXcyFOcP
Amazon Reviews Classification using Deep Learning Algorithms
Trained RNN to predict the amazon reviews as positive or negative towards product purchased by customers by using text review given by customers.Show More Show Less
Working on to understand customer cloud usage and help them recommend cloud services over existing services that can help customers save on their billing cost.
Also predicting the Virtual Machine status whether it is idle or not based on user's virtual machine usage dataShow More Show Less
ToolsPyCharm Jupyter Notebook
Training state of the art customised object detection model on customer data and extract useful information from the objects being detected.Show More Show Less
SkillsComputer Vision Python OpenCV
Process Automation Using Computer Vision
1. Project had multiple objectives in addition to the major objective of detecting set of objects and applying OCR on top of it to read the digits from images/videos
2. Tracking of an detetced objects to keep the unique count of objects passing through camera frame
3. Capturing the direction of an object passing through camera frame.
4. Used YOLO(v3) for object detection, easyocr & tesseract for OCR, deepsort for object tracking and statistics & geometry concepts to make logic more reliable.Show More Show Less