Marcus Neo

Marcus Neo Email and Phone Number

Machine Learning Engineer at Datature @ Datature
singapore, singapore
Marcus Neo's Location
Singapore, Singapore
Marcus Neo's Contact Details

Marcus Neo work email

Marcus Neo personal email

n/a
About Marcus Neo

A detail-oriented and organised professional with a creative mindset, passionate about driving impact and results, with global experience in machine learning, quantitative analysis, automation, programming and product development. A skilled leader and team player, with a track record for working with startups and international companies.

Marcus Neo's Current Company Details
Datature

Datature

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Machine Learning Engineer at Datature
singapore, singapore
Website:
datature.io
Employees:
6
Marcus Neo Work Experience Details
  • Datature
    Machine Learning Engineer
    Datature Jul 2022 - Present
    Singapore, Singapore
    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
  • Datature
    Machine Learning Engineer
    Datature Apr 2021 - Jan 2022
    Singapore, Singapore
    • 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
  • Db Schenker
    Robotic Process Automation - Internal Digitalisation Intern
    Db Schenker Jun 2020 - Sep 2020
    Singapore
    • 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
  • Hovmand A/S
    Electronics And Circuitry Intern
    Hovmand A/S Apr 2019 - May 2019
    Denmark
    • 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

Marcus Neo Education Details

Frequently Asked Questions about Marcus Neo

What company does Marcus Neo work for?

Marcus Neo works for Datature

What is Marcus Neo's role at the current company?

Marcus Neo's current role is Machine Learning Engineer at Datature.

What is Marcus Neo's email address?

Marcus Neo's email address is ma****@****ture.io

What schools did Marcus Neo attend?

Marcus Neo attended Imperial College London, Hwa Chong Institution.

Who are Marcus Neo's colleagues?

Marcus Neo's colleagues are Vasanth Durvasula, Meng Yew G., Chunlin Ma, Naw Lah Say Wah.

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