B S Sai Varma Bahubalendruni
Design
Maharashtra, India
Skills
Data Science
About
B S Sai Varma Bahubalendruni's skills align with Laboratory Technicians (Healthcare). B also has skills associated with Programmers (Information and Communication Technology). B S Sai Varma Bahubalendruni appears to be a low-to-mid level candidate, with 4 years of experience.
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Work Experience
Data Scientist
Computer Vision
February 2022 - Present
- (Remote), IN Multi Decoder Architecture • Devised own version of Unet Multi-Decoder architecture to leverage training for multi class and multi label segmentation • Developed best precision model using multi-decoder to detect 12 different foreign objects in frontal chest X-rays with AUC above 0.95 for each class • Replaced 15 individual pathology models with a single multi decoder model effectively reducing the parameters from 570 million to 50 million Tuberculosis Detection • Detected tuberculosis in frontal chest X-rays with 95% sensitivity and 80% specificity, surpassing expert human readers/radiologists • Predicted sputum (micro-biological findings) with 90% sensitivity using chest X-rays leveraging contrastive learning methods pushing the limits of chest X-rays. Key Achievements • Constructed a high precision Normal-Abnormal segregation, proven to achieve the workload reduction by 60% for radiologists • Created various utils to automate many of the routine tasks, also built inference and analysis pipeline thereby increasing productivity by at least 40% in the team • Handled the ownership of the entire X-ray database of over 1.8million dicoms from various sources using MongoDB • Fostered a culture of gratitude and collaboration within the team, actively supporting and receiving assistance
Mechanical Designer
September 2019 - September 2021
Education
