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As a Lead Machine Learning & Computer Vision Engineer at Wootzano, I develop state-of-the-art technology for collaborative robots using stereo and LiDAR depth-sensing cameras, CNN-based deep learning models, and OpenVINO for edge inference. I have over 10 years of experience in AI and software engineering, and I hold a Global Talent Visa as a leading talent in the digital technology sector endorsed by Tech Nation UK.I also lead the Engineering team at Ghana NLP, an open source initiative focused on natural language processing of Ghanaian languages and its applications to local problems. I manage machine learning infrastructure and pipelines, and the development of software stacks for deploying NLP applications in a product. My contributions have enabled the release of multiple publicly available applications that are the first of their kind for local language translations in Ghana and Africa.
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Machine Learning EngineerWayveLondon, Gb -
Lead Machine Learning & Computer Vision EngineerWootzano Apr 2023 - PresentNewcastle Upon Tyne, England, GbI lead the Machine Learning and Software team in delivering production-grade vision systems and robotic software for customers locally and internationally.I implemented a new model training pipeline that cuts training time to less than 20% of previous durations.I implemented MLOps pipelines to enable continuous learning, efficient data operations, reports and experimentation. -
Machine Learning EngineerWootzano Sep 2020 - Apr 2023Newcastle Upon Tyne, England, GbIn this role, I built most of Wootzano's Machine Learning technology from the ground-up using latest state of the art machine learning models for tasks such as Instance & semantic segmentation to enable:Intelligent visual manipulation - determines the best orientation for delicate handling of produceDeploying optimized models to the edge and integration into ROS1 & ROS2 systemsMuch of this work was novel, using Artificial Intelligence models and algorithms, including: Accurate stem detection model using deep learning methods and determination of the optimal point for splitting a bunch into a required weight while avoiding any contact with the fruit itself.A model for predicting the weight of fresh produce such as grapes & vine tomatoes with a mean absolute percentage error of about 8%
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Director Of EngineeringGhana Nlp Jun 2020 - PresentCape Coast, GhGhana NLP is an Open Source Initiative focused on Natural Language Processing (NLP) of Ghanaian Languages, & its Applications to Local Problems.I lead the Engineering team in managing Machine Learning Infrastructure and pipelines as well as the development of software stacks for deploying NLP applications in a product.My contributions have enabled the release of multiple publically available applications which are the first of their kind for local language translations in Ghana and Africa -
Senior Software EngineerCarbon Oct 2019 - Aug 2020London, London, GbI worked with a team of engineers managing services that consist of the Carbon digital lending and personal finance platform in an enterprise-grade environment.Developed and deployed backend services that support Carbon's products and services using Node.JSBuilt reactive Front-end solutions using the Vue.js (NuxtJS) frameworkFull Stack development of solutions that help the team manage data for Compliance, Risk, Developers and Finance teams -
Senior Software EngineerFarmerline Aug 2015 - Aug 2019Kumasi, Ashanti Region, GhDeveloped USSD, SMS and Voice (E1 Link Telecom) integrations with the top telecommunications companies in Ghana - (MTN, Vodafone, AirtelTigo)I Scaled up Farmerline's bulk voice messaging technology to be 50% more efficient when handling large concurrent outgoing calls.Designed various modules and tools for Farmerline's MERGDATA data collection tool with the Laravel framework, implementing MVC principlesDesigned and implemented relational databases and fine-tuning them for scale. This improved the speed of accessing large queries by over 60%. I led a six member engineering team to design and develop solutions using agile software development principles. -
Software EngineerFarmerline Jun 2013 - Aug 2015Kumasi, Ashanti Region, GhDeveloped solutions from the ground up for Automated Voice calls and Interactive Voice Response (IVR) with FreeSwitch through SIP for delivering voice calls and SMS to reach millions of farmers across the countryDeveloped the backend software for Farmerline's data collection & mapping platform which technology which was used to collect data from thousands of farmers and fields across West-Africa
Joel Budu Skills
Joel Budu Education Details
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University Of StrathclydeArtificial Intelligence -
Kwame Nkrumah University Of Science And Technology, KumasiElectrical And Electronics Engineering
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Mfantsipim SchoolPhysical Sciences
Frequently Asked Questions about Joel Budu
What company does Joel Budu work for?
Joel Budu works for Wayve
What is Joel Budu's role at the current company?
Joel Budu's current role is Machine Learning Engineer.
What is Joel Budu's email address?
Joel Budu's email address is jo****@****ail.com
What schools did Joel Budu attend?
Joel Budu attended University Of Strathclyde, Kwame Nkrumah University Of Science And Technology, Kumasi, Mfantsipim School.
What skills is Joel Budu known for?
Joel Budu has skills like Php, Html 5, Css3, Mysql, Algorithm Design, C++, Photography, Wedding Photography, Videography, Video Production.
Who are Joel Budu's colleagues?
Joel Budu's colleagues are Nikhil M., Harriett-Rose F., Jon Sowman, Naomi Standard, William Jackson, Fuzail Ismail, Kevin Ferechi.
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