Responsible for Bringing Research to ProductionOptimize Machine Learning Pipelines to Improve Scalability for Large DatasetsIncrease Nexus platform Machine Learning Model OfferingsDevelop Streamlined Multi-GPU Support for Training PipelineMachine Learning Development for Datature Inference API

• Nexus – a no-code platform for building neural networks (www.producthunt.com/posts/datature)o Implemented custom augmentations on fly within the Tensorflow Training Pipelineo Created microservices enabling users to visualize the effects of their selected augmentations on their own datasetso Created microservices aggregating user data then provide augmentation/hyperparameter recommendations for trainingo Developed support for multi-GPU evaluationso Developed hosted… Show more • Nexus – a no-code platform for building neural networks (www.producthunt.com/posts/datature)o Implemented custom augmentations on fly within the Tensorflow Training Pipelineo Created microservices enabling users to visualize the effects of their selected augmentations on their own datasetso Created microservices aggregating user data then provide augmentation/hyperparameter recommendations for trainingo Developed support for multi-GPU evaluationso Developed hosted deployment service of machine learning models on GCP for predictions using Docker• Portal – a no-code webapp visualizing performances of neural nets (www.producthunt.com/posts/datature-portal) o Responsible for the entire backend implementation, as well as REST API communications with the GUIo Created compatibility for different Machine Learning Models such as Tensorflow, Pytorch, DarkNeto Developed support for both video and image predictions, dynamic confidence filtering and bulk file predictionso Developed support for Portal users to, directly and securely, connect to their Nexus hosted model to perform predictionso Developed support for Portal users to, directly and securely, download their trained models from Nexus for prediction Show less

• Analysed current RPAs for usefulness and advise on maintaining or decommissioning the RPA• Assisted in the creation of new RPAs to attempt to digitalise the internal operations of DB Schenker• Migrated local services onto SharePoint, and used Microsoft PowerApps/PowerAutomate to interact with them remotely

• Designed detailed project plans for internally designed customisable modular circuit boards and software• Created prototype circuits and detailed software logic to be scaled up for high-current applications• Introduced modular circuit boards to replace existing boards to reduce the cost of production