Vivek Kumar
@vivekk
Data Scientist at Tiger analytics Pvt Ltd
Noida
Seasoned Machine Learning Engineer with 4+ years’ expertise in ML, DL, NLP, and Azure. Proven track record of developing impactful AI solutions by leveraging advanced algorithms and Azure cloud services. Effective collaborator across teams, adept at driving business innovation through data-driven insights.
Experience
Data Scientist
Tiger analytics Pvt Ltd
Developed Face Detection API using YOLOv4 model (99.2% accuracy) and integrated EfficientNet for 97% pipeline accuracy. Created healthcare product for patient inpatient & outpatient classification, optimizing resource allocation for doctors. Established Azure Workspace for model training, automated metric logging with Azure MLFlow, and deployed models on Azure endpoints. Designed ML pipeline for cancer patient line change event prediction, enhancing decision-making with high-validity alerts.
Machine Learning Engineer
FaceX
Developed a state-of-the-art Face Spoof Detection API using CNN-based algorithms and led advanced facial analysis projects, leveraging tools like dlib and Google MediaPipe to pinpoint specific facial points for plastic surgery applications.
Computer vision Engineer
Deepquanty AI Labs
Automated the process of cheque verification with 85% of efficiency and brought down manual verification to 15%. Implemented different object detection architectures like YOLOv3 , RetinaNet , EfficientDet and MORAN to extract data from financial documents and entity mapping. Automated data extraction process from financial documents, yielding 80 % reduction of work per document.
Education
Oriental institute of science and technology
BE in Information Technology