SATHISH KUMAR
@sathishkumar
ML Data Associate at Amazon Development Centre
Chennai, India
Experienced Software Engineer skilled in Machine Learning and computer vision projects, adept at leading annotation processes, enhancing model accuracies, and developing custom CNNs. Proficient in Python, SQL, TensorFlow, and OpenCV. Holds certifications in Python for Data Science. Demonstrated success in delivering impactful solutions and contributing to publications in reputable journals.
Experience
ML Data Associate
Amazon Development Centre
Led annotation process for computer vision project, achieving 98% inter-annotator agreement. Manually labeled image objects with built-in tools, ensuring 100% quality. Collaborated with data scientist team to label 1000+ datasets accurately, meeting project requirements. Significantly increased model accuracy from 79% to 86% through impactful labeling improvements.
Software Engineer
Yactraq Online Inc
Led image recognition model development, achieving 15% accuracy boost. Developed custom CNN for real-time object ID, achieving 91% accuracy, 45% false positives reduction. Enhanced model performance through data preprocessing, hyper-parameter tuning for 40% precision rise, 20% faster training. Boosted model accuracy from 76% to 91%, showcasing data-driven strategy.
Education
SRM Institute of Science and Technology
Bachelor of Technology (B. Tech)
Computer Science
SKV Matriculation Hr. Sec School
High School(12th)
Licenses & Certifications
Python for Data Science, AI & Development
IBM
Python for Data Science & Machine Learning Bootcamp
Udemy