Miriam Ocloo Kwashiego

MIRIAM OCLOO KWASHIEGO-– (- – linkedin.com/in/miriam-ocloo – GitHub: https://github.com/MiriamOcloo PROFESSIONAL SUMMARY Data Analyst and STEM educator with a strong background in Management Information Systems and Computer Science. Skilled in Python, Power BI, and Excel, with experience applying CRISP-DM methodologies to projects in recommendation systems, environmental analysis, and freight optimization. Proven success supporting nationwide digital literacy programs impacting 700+ secondary schools in Ghana. Passionate about using data to inform decisions, improve learning outcomes, and drive digital transformation in education and social innovation. EDUCATION (Honors) Bachelor of Science – Management Information System Ghana Institute of Management and Public Administration (GIMPA) Key Courses: Business Intelligence & Analytics, Systems Analysis & Design, IT Project Management Sep/2022 – Jul/2024 (Certificate) Information Technology Jun/2023 - Jan/2024 Indira Gandhi National Open University (IGNOU) Key Courses: Web based Technologies and Multimedia Applications, Computer Information Systems, Microsoft Excel, Information Technology (Higher National Diploma) Computer Science Oct/2018 – Jun/2021 Ho Technical University (HTU) Key Courses: Programming Fundamentals – Python, Java, C++, Web Development – HTML, CSS, Data Structures & Algorithms, Computer Networks PROJECT EXPERIENCE Environmental Impact of Food Production Analysis Oct 2024 Investigated the environmental footprint of global food production, focusing on carbon emissions, water use, and land utilization. • Applied CRISP-DM methodology to analyze sustainability metrics and visualize ecological impact across food categories. • Identified high-impact food products and recommended sustainable alternatives for consumers and policymakers. • Documented the full analytical workflow and visual findings on GitHub. • Tools: Python, Pandas, Matplotlib, Excel, GitHub Personalized Recommendation System Built a recommendation system to provide personalized suggestions based on user behavior and preferences. • Designed algorithms to recommend products, content, and services across e-commerce and media domains. • Applied similarity metrics and feature engineering to improve model accuracy. • Delivered actionable insights for personalized user experiences. • Tools: Python, Pandas, Scikit-learn, NumPy, Jupyter Notebook Sep 2024 Transborder Freight Analysis Project Aug 2024 Analyzed transportation data from the U.S. Bureau of Transportation Statistics (BTS) to uncover patterns and inefficiencies in freight movement across borders. • Implemented the CRISP-DM framework — defining business questions, preprocessing large transport datasets, and visualizing results. • Explored multimodal data (road, rail, air, and water) to assess infrastructure usage, congestion trends, and environmental effects. • Developed visualizations to highlight bottlenecks and optimize freight operations. • Maintained a structured GitHub repository with daily commits, documentation, and presentation of insights. • Tools: Python, Pandas, Power BI, Matplotlib, GitHub, Excel Digital Literacy Secondary Education Reform Project Sep 2023 Developed and supported monitoring systems for nationwide digital literacy programs reaching 700+ Secondary schools in Ghana. • Collected, analyzed, and visualized post-training data to assess project outcomes. • Designed reporting templates and dashboards for MEL insights. • Tools: Power BI, Google Sheets, Google Forms Kiddie Code Scratch Coding for Schools Initiative Designed and led hands-on learning projects introducing students to coding and computational thinking. • Trained over 100 learners to build interactive games and animations. • Tools: Scratch, HTML, CSS, Python Oct 2021 SKILLS • • Soft Skills: Leadership, Communication, Problem Solving, Collaboration, Adaptability, Initiative Technical Skills: Excel, Jupyter Notebook, Power BI, MS Office Suite, Google Workspace, HTML/CSS, Scratch, Data Analysis Python, Pandas, NumPy, Scikit-learn, Data Visualization, GitHub EXPERIENCE Ghana Society for Education Technology (GSET), Accra, Ghana Sep/2023 – Apr/2025 Administrative Assistant & Associate MEL Officer • Coordinated MEL and administrative operations for national digital literacy projects, contributing to successful teacher training across 700+ secondary schools. • Managed day-to-day office operations, including meeting coordination, maintaining office supplies, and organizing schedules using Google Calendar. • Acted as the main point of contact for internal and external communications by responding to emails, directing calls, and handling inquiries with professionalism. • Gathered and analyzed data from post-training surveys, feedback tools, and monitoring reports to assess impact and inform program improvements. • Tools: Power BI, Excel, Google Workspace 131 Sunflower Hub, Accra, Ghana May/2022 – Dec/2022 Data Science & Analytics Training Facilitator • Delivered a 12-week intensive data science program (Python, Data analytics) for 30 learners in partnership with GTL (Parent Hub). • Designed interactive training sessions and tracked progress, resulting in strong engagement and improved learner confidence. • Trained learners on building interactive Power BI dashboards for business insights. • Tools: Python, Power BI, Excel Ghana Society for Education Technology (GSET), Accra, Ghana Oct/2021 – Sep/2023 STEM & Tech Coding Instructor • Designed and facilitated beginner-friendly coding lessons in HTML, CSS, Python, and Scratch, enabling learners to build interactive web pages and develop their own games and animations. • Adapted content and teaching styles to meet the needs of diverse age groups and learning levels. • Provided hands-on support and mentorship to participants, guiding them through coding challenges and fostering creative problem-solving. • Monitored learner progress, offered feedback, and encouraged independent exploration of coding principles. • Tools: Scratch, HTML/CSS, Python, MS Office Suite, Google Workspace Presbyterian Boys’ Secondary School, Accra, Ghana Jun/2019 – Jul/2019 Teaching Assistant • Supported ICT instruction by guiding students through classwork, coding exercises, and practical lab projects. • Assisted teachers in lesson delivery, ensuring clarity of concepts and smooth flow of teaching sessions. • Provided one-on-one academic support to students, addressing individual learning needs and improving comprehension. • Contributed to creating an engaging classroom experience that enhanced students’ digital skills and confidence in ICT. • Tools: MS Office Suite CERTIFICATIONS & TRAINING • • • • • • Talent Mobility Program-Data Analysis, Azubi Africa Data Analysis Using Excel, Britts Imperial UC Data Analytics & Programming, Africa Leadership Academy (ALX) McKinsey Forward Program, McKinsey & Company AI Certified Trainer (AI Educator Badge), STEMpedia Introduction to Data Science, Cisco - LEADERSHIP AND VOLUNTEERING Women Techmakers Accra Aug/2023 – Present Ambassador • Organized and supported tech events, mentorship sessions, and content sharing to inspire and empower young women in tech across Ghana. • Promoted inclusive tech spaces by amplifying women’s visibility and leadership in the technology ecosystem. • Collaborated with community leads to mentor aspiring ladies in STEM, fostering confidence and career growth. Women in Machine Learning and Data Science, Accra Nov/2023 – Present Applications & Selections Lead • Managed the applications and selection process for community programs, ensuring fairness and inclusivity. • Supported the planning and execution of AI/ML-focused events to enhance women’s participation in data science. • Contributed to building a strong community of women in AI/ML through mentorship and networking opportunities. Tarragon Edge Young Professionals Network Program Manager • Planned and coordinated weekly personal and career growth sessions for 17 young professionals. • Managed speaker engagements, logistics, and overall program design and execution. • Fostered leadership and career development opportunities for participants. Jul/2024 – Sep/2024 McGharbins Network, Accra Jan/2022 – Jan/2025 Volunteer • Supported the organization of youth empowerment and digital skills workshops to promote innovation and entrepreneurship. • Assisted in coordinating mentorship activities that connected young people with industry professionals. • Contributed to building an inclusive community focused on leadership, career readiness, and personal growth. Success Africa 2021(Africa’s Young Leaders and Entrepreneurs Summit) May 2021 Volunteer – Student Support • Assisted with participant registration, event coordination, and on-site support for Africa’s Young Leaders & Entrepreneurs Summit. • Contributed to youth empowerment initiatives by supporting a platform that connected and inspired young leaders.