1 finding available datasets online that could be used for training. 2 defining validation strategies.3 defining the preprocessing or feature engineering to be done on a given dataset. 4 Defining data augmentation pipelines. 5 training models and tuning their Hyperparameters. 6) analyzing the errors of the model and designing strategies to overcome them.7 Develop advanced computer vision and state-of-the-art deep learning-based applications for object detection classification sequence modeling face recognition, scene understanding, and activity recognition.I used to Identify and train models which satisfy accuracy, speed and robustness benchmarks. Optimize inference & training time on embedded systems as well as server machines and in a client machine or in a local system. •Data curation; observing and analyzing data to prepare representative and diverse training and evaluation sets. •Verify generalizability of built models by testing on a diverse eval-set. •Data clean-up; ensure the fidelity of ground truth by sampling annotations and building tools to automate such processes. •Coordinate and manage in-house annotation team to lay out the guidelines for labeling groundtruth. •Monitor and handling issues arries from Deep Learning Product.

. Sourcing, Filling and Auditing Portuguese Language files and data.. Mentored a team to fullfill error free tasks based on Portuguese language encompassing audio - video models on the Amazon Sagemaker plateform..Annotated large number of documents such as medical files, health forms, power of attorney, , invoices, receipts and many more through the Amazon MTurk plateform.. Responsible for managing Portuguese team members and Final client delevering Data and other project related responsibilities.. Identified and solved issues with production, workforce and material sourcing to drive business objectives.

Worked as Portuguese language subject expert. Handled sales for european client.Making calls in all Portuguese Language countries (Portugal, Brazil, Angola and Mozambique).Contact all owners who have holiday rental properties and advertise their properties on the website to provide travelers and renters.Maintaining account of Property owner and follow up with them.Assisting or helping new Portuguese agents.