Samwel Ngoda

• Reviewed short video clips to identify and categorize recurring events in accordance with provided guidelines.
• Accurately annotated each identified event, ensuring precise timestamps for each occurrence.
• Produced clear, concise, and consistent written descriptions for all annotated events.
• Employed meticulous attention to detail and data labeling precision to ensure high-quality, reliable annotations.
• Applied annotation protocols diligently to preserve consistency and integrity of the labeled data.
• Collaborated actively with project leaders and colleagues to address inquiries and feedback.
• Submitted regular deliverables that aligned with project milestones and expectations.

• Read and evaluated Kiswahili texts, ranking AI-generated responses based on accuracy, fluency, and contextual appropriateness.
• Authored short stories, articles, and structured content on assigned topics in Kiswahili to enrich AI training datasets.
• Assessed the factual accuracy of AI-generated Kiswahili content, flagging errors and inconsistencies to maintain data quality.
• Provided detailed human feedback and annotations to facilitate continuous improvements to AI language models.
• Ensured all produced content was clear, grammatically natural, and culturally suitable for Kiswahili-speaking audiences.

• Transcribed audio files accurately following TranscribeMe style guidelines and quality standards.
• Handled diverse audio content including interviews, business meetings, academic recordings, and general conversations.
• Maintained high accuracy rates while meeting strict turnaround deadlines for time-sensitive transcription projects.
• Reviewed and proofread transcripts to ensure correct grammar, punctuation, and formatting.
• Managed multiple concurrent transcription tasks efficiently, demonstrating strong attention to detail.

• Ensured effective resource allocation and program monitoring to enhance implementation efficiency. My contributions have strengthened operational performance and supported the achievement of NGO's goals
• Accelerated information flow and guidance from senior leaders to synchronize and unite efforts.
• Assisted in developing project plans, timelines, and budgets to align with organizational objectives.
• Conducted field research and data collection to assess community needs and project impact.
• Monitored project progress and prepared reports for management and donors.
• Coordinated with team members and stakeholders to ensure smooth project execution.

• Designed and delivered customized Swahili lesson plans tailored to individual learner goals, proficiency levels, and cultural backgrounds.
• Taught Kiswahili grammar, vocabulary, pronunciation, reading, writing, and conversational skills to beginner through advanced students.
• Created engaging supplementary learning materials including exercises, quizzes, and cultural notes.
• Provided constructive feedback on student performance, tracking progress and adjusting teaching strategies accordingly.
• Maintained high student satisfaction ratings through responsive communication and personalized instruction.

• Working within department of Planning and Investment team of Public Service Social Security Fund (PSSSF) providing support and contributing to financial analysis of investment projects.
• Overseeing PSSSF’s real estate and other physical assets.
• Tracking the performance & assessing financial risks associated with investments.
• Participated in workshops and presentations related to projects to gain knowledge.
• Sorted and organized files, spreadsheets, and reports.
• Prepared project presentations and reports to assist senior staff.
• Conducting cost-benefit analyses for proposed projects.
• Identifying and evaluating profitable investment opportunities (e.g., real estate, government securities, equities, bonds, and private equity).
• Streamlined Reporting Processes – Developed standardized templates for project progress reports, cutting report preparation time for the Planning & Investment Department.

• Supported staff members in their daily tasks, reducing workload burden and allowing for increased focus on higher-priority assignments.
• Gained valuable experience working within a Department of Policy and planning , applying learned concepts directly into relevant work situations.
• -Monitor expenditures and create detailed reports for upper management
• -Assisted in preparing briefing documents for high-level meetings
• Responsible for assisting in assessing the effectiveness of foreign policy implementations within the Policy and Planning Department of the Ministry of Foreign Affairs and East African Cooperation
• Streamlined data entry processes, significantly reducing manual errors.