- Successfully formed and managed a remote team of 6 annotators to create novel NER and POS datasets. We added an annotated dataset of 8000+ Shona sentences for NER and 1500+ for POS to the MasakhaNER 2.0 dataset which covers 20 African languages.- Trained Neural Machine Translation models based on the jw300 corpus using JoeyNMT for the Shona language and participated in the human evaluation of the trained models' accuracy. - Coordinated the translation of Shona parallel corpora of 1500… Show more - Successfully formed and managed a remote team of 6 annotators to create novel NER and POS datasets. We added an annotated dataset of 8000+ Shona sentences for NER and 1500+ for POS to the MasakhaNER 2.0 dataset which covers 20 African languages.- Trained Neural Machine Translation models based on the jw300 corpus using JoeyNMT for the Shona language and participated in the human evaluation of the trained models' accuracy. - Coordinated the translation of Shona parallel corpora of 1500 sentences for machine translation in the news domain. Show less

- Assisting and conducting lectures in the Department of Computer Science.- Preparing and setting end of semester exams.- Marking and grading exams and assignments.- End of semester final exam invigilation.- Member of the Research and Industrial Liaison Committee.

- Document classification, Topic Modelling and Clustering using Apache Spark (Mllib)- Natural Language Processing (Text preprocessing, Named Entity Extraction, Part of Speech Tagging) using OpenNLP- Implementing full-text search using Apache Solr- Content Enhancement for Natural Language Processing using Apache Stanbol- Data annotation for Statistical Entity Extraction and training - Web development using Play Framework

● System Design, Testing and Implementation.● Requirements analysis gathering● Android application development● Planning and coordinating feature and module implementation time● Managing and Implementing software version control using GitHub● Managing and maintaining servers on Google Cloud Platform using Google App Engine

● Developing Android applications ● Designing NoSQL database schema based on Parse Server ● Requirements analysis gathering

● Troubleshooting system and network problems, diagnosing, solving hardware or software faults and planning or undertaking scheduled maintenance upgrades● Providing support to clients, including procedural documentation and relevant reports● Collecting, compiling and analyzing data from various databases to perform statistical analysis● Reviewing and documenting user requests and requirements● Providing training to parking Clients and new ZemQos staff on the parking system and… Show more ● Troubleshooting system and network problems, diagnosing, solving hardware or software faults and planning or undertaking scheduled maintenance upgrades● Providing support to clients, including procedural documentation and relevant reports● Collecting, compiling and analyzing data from various databases to perform statistical analysis● Reviewing and documenting user requests and requirements● Providing training to parking Clients and new ZemQos staff on the parking system and infrastructure● Assisting ZemQos staff and Clients in the use of standard business, administrative software, including office applications, database management and provide instruction or written documentation.● Designing Standard Operating Procedures for the Systems Support and Operations Department● Testing, evaluating new Automated Parking Applications● Preparation various documents including User Manuals, Project Proposals, Test Reports and Requirements Analysis Documents Show less