Subin George

Berufserfahrung von Subin George

• Bis heute 2 Jahre und 10 Monate, seit Sep. 2021

  Process Lead - AI

  Capgemini

  * Defining Classifier models based on the requirements * Build and deploy models in AWS, GCP and Azure * Implement NLP models and handling imbalanced data for one class classifiers * Data Labelling service Automation using Instance Segmentation * Snippet Validation using NLP Classification * Managing features and leading the team

• 2 Jahre und 4 Monate, Mai 2019 - Aug. 2021

  Machine Learning Engineer

  Ignitarium Technologies Pvt. Ltd.

  * Verifying data quality. To research, experiment with, and implement suitable ML algorithms and tools * Utilizing state of the art and Custom networks for detecting Railway tracks, Plate and Ties along Railway tracks * Built and deployed a SaaS model application using 5+ object detection and classification model together and optimized using TensorFlow- Serving * Hand Detection and Segmentation * QA testing and optimizing for Custom built ML Compilers, AI Corsair Architecture on AI Accelerated Chip

• 4 Monate, Jan. 2019 - Apr. 2019

  Intern- Machine Leaning

  Ignitarium Technology Solutions Pvt. Ltd.

  * Researching and getting familiar with various Object detection algorithms like YOLO V3. * Working closely with Engineers to set-up the pipeline for the POC's and Annotate the Images for classification. * To train and re-train ML systems and models as and when necessary * To study and convert data science prototypes