Santosh Kumar Medisetty Email & Phone Number

Halifax, Nova Scotia, Canada

Halifax, Nova Scotia, Canada

• Developed a novel method of identifying the fish tags using Deep Learning with a neural network called UNet using TensorFlow and Keras.• Developed machine learning models to segment the images containing acoustic pings from the fish tag.• Implemented two different neural networks to detect the presence of a tag and to identify the pings.• Replaced the existing manual approach of marking the fish tags using machine learning.• Improved the performance of machine learning models… Show more • Developed a novel method of identifying the fish tags using Deep Learning with a neural network called UNet using TensorFlow and Keras.• Developed machine learning models to segment the images containing acoustic pings from the fish tag.• Implemented two different neural networks to detect the presence of a tag and to identify the pings.• Replaced the existing manual approach of marking the fish tags using machine learning.• Improved the performance of machine learning models by implementing novel augmentation methods.• Developed time and memory-efficient alternative solutions to Innovasea’s current marking approach.• Resolved memory-related problems using the concept of PyTables and data generators.• Worked on a short blog post discussing the time and memory challenges. Co-authored a scientific paper for an ocean journal (yet to be published).• Handled large datasets with nearly 20 million records.• Tools and Technologies used: Python, Pandas, Numpy, PyTables, Matplotlib, TensorFlow, Image segmentation, Deep Learning. Show less

Chennai, Tamil Nadu, India

Worked on consulting data engineering and data analyst tasks for a financial client based out of Europe and Latin America. • Involved in data cleansing and data transforming operations.• Implemented Decision Trees, Random Forests, and SVM classifier to develop fraud detection model with loans team. • Applied ML models such as Random Forests and Logistic Regression to predict the Credit Score class for missing customers.

Chennai Area, India

• Proficient in SFDC Administrative tasks like creating Profiles, Permission Sets, Roles, Users, Record Types, Email Services, Reports, Dashboards, Tasks, and Actions in Salesforce.• Responsibilities included creating dealer or customer profiles, dashboards, generating daily status reports.

Master Of Science - Ms, Computer Science

Bachelor Of Technology (B.Tech.), Electrical, Electronics And Communications Engineering

Ssc