Preparing worksheets and writing of project proposals  Utilizing research libraries such as zotero, Elsevier and so on to conduct research.  Assisting in research and writing literature reviews and research papers  Assisting in conducting community and various groups training and capacity building  Preparing and facilitating workshops  Preparing project budgets  Conducting and supervising data collections  Preparing technical and financial reports and statements  Managing project schedules  Designing presentations during meetings

- Conducting thorough research and literature reviews to support academic writing projects.- Developing high-quality academic papers, essays, dissertations, and research proposals.- Ensuring adherence to specific formatting and citation styles, such as APA, MLA, and Chicago.- Proofreading and editing academic content to enhance clarity, coherence, and overall quality.- Collaborating with clients to understand their requirements and deliver customized writing solutions.- Managing multiple writing projects simultaneously while meeting tight deadlines.- Providing plagiarism-free content by utilizing various plagiarism detection tools.- Offering constructive feedback and revisions based on client or supervisor input.- Staying updated with current trends and developments in academic writing and research methodologies.- Designing and developing training materials for AI models, including datasets and annotations.- Annotating and labeling data accurately to train machine learning models.- Testing and validating AI models to ensure they meet quality standards and project requirements.- Providing detailed reports on training progress, model performance, and areas for improvement.- Implementing quality control measures to maintain data integrity and consistency.- Conducting regular assessments and evaluations to refine AI models and training processes.- Utilizing various tools and platforms for data annotation and AI training, such as Remotask and other specialized software.

• Reviewing forest economics literature• Data collection, cleaning and analysis• Formulating questionnaires using KOBO Collect Toolbox• Assisting in preparation of technical and financial reports• Participating in planning and coordinating stakeholder engagements.• Assisting in conducting community trainings• Assisting in writing literature review and research papers

• Researched and wrote literature reviews and research papers on forestry.• Analyzed data using software such as excel.• Reviewed research papers.• Researched on various forestry policies and their implication to socio-economics.• Engaged in stakeholders’ workshops such as the Kenya Commercial Forest Innovation Center workshop.•