SUNITA SAMANTASINGHAR

Results-driven Data Scientist with 7+ years of hands-on experience as a PHP developer, coupled with a comprehensive Postgraduate program in Artificial Intelligence and Machine Learning from the University of Texas at Austin and Great Lakes, Great Learning. Proficient in translating technical skills from software development into the realm of data science. Adept at leveraging programming expertise and AI/ML knowledge to derive actionable insights and solve complex business challenges. Passionate about utilizing data-driven approaches to empower decision-making processes.

 AI/ML Pneumonia Detection Challenge - Capstone Project

May 2023 - Jun 2023

• Computer vision can be used in health care for identifying diseases. In Pneumonia detection we need to detect Inflammation of the lungs. In this challenge, you’re required to build an algorithm to detect a visual signal for pneumonia in medical images. Specifically, your algorithm needs to automatically locate lung opacities on chest radiographs
• Skills: Keras , TensorFlow , Data Processing , Computer Vision , Data Modeling , Data Visualization

Neural Networks & Deep Learning

May 2023 - Jun 2023

• The project was accomplished by delivering 2 sub-projects. Part 1 deploys a neural network to build a regressor & classifier respectively for a communications equipment manufacturer. The model predicts the equipment’s signal quality using various parameters from its products, which is responsible for emitting informative signals. Part 2 delivers an image classifier, which can classify numbers from the photographs captured at street level using a Neural Network
• Skills: Electronic & Telecommunications, Deep Learning,TensorFlow,Image Recognition, Neural Networks

Reference URL : https://eportfolio.mygreatlearning.com/sunita-samantasinghar

Post Graduate Program in AI and ML