I blend strategic thinking with hands on creativity to craft digital products and media assets that delight users and drive business impact. With over six years of experience in user centered design and AI training data preparation, I specialize in translating complex workflows into intuitive, scalable experiences.
Currently serving as an AI Training Data Specialist at Outlier AI, I create and refine digital image datasets for computer vision model training using CVAT annotation tools. I perform bounding-box annotation, semantic segmentation, and quality assurance on 1000+ image assets, utilizing GIMP for image preprocessing, cleanup, and format standardization maintaining 98%+ accuracy on validation reviews. My dual expertise in visual design and digital media production gives me a unique edge in building AI ready visual content that attracts, inspires, and motivates people to engage. Let's build something that makes a real difference.
• Created and refined digital image datasets for computer vision model training using CVAT annotation tools
• Performed bounding-box annotation, semantic segmentation, and quality assurance on 1000+ image assets
• Utilized GIMP for image preprocessing, cleanup, and format standardization prior to annotation
• Maintained 98%+ accuracy rate on annotation validation reviews
• Collaborated with ML engineers to refine annotation guidelines and improve dataset consistency
Key Achievement: Contributed to training datasets for cutting-edge AI research projects, directly impacting model performance in object detection and classification tasks.
• Designed and embedded interactive quizzes, animated infographics, and video modules, enhancing learner engagement by 70%.
• Conducted content audits and accessibility reviews (WCAG AA), remediating 50+ pages and expanding accessibility to 85% of users with assistive needs.
• BestPlan Logistics (2023): Delivered digital product and brand identity for logistics platform, including wireframes and interactive prototypes.
• Championed accessibility across three major releases: color contrast remediations,
semantic HTML updates, and keyboard-navigation enhancements, achieving 100% WCAG AA compliance.
• Built and maintained a shared Figma component library (Material-based tokens),
reducing design-to-dev handoff time by 75%.
• Facilitated weekly Design Sprints and cross-functional workshops, aligning PMs,
engineers, and stakeholders on UX priorities.
• Produced 50+ digital and print assets (landing pages, social campaigns, event collateral)
for WordPress driven marketing sites; delivered assets fully aligned with client brand guidelines,
contributing to 30% increase in repeat business.
• Developed brand-refresh concepts and UI mockups in Adobe Creative Suite,
enhancing visual consistency and user appeal across client platforms.
• Partnered with copywriters and developers in Agile sprints,
ensuring timely delivery of digital campaigns with 95% on-time launch rate.
Specialized in Human-Computer Interaction, Data Management, and Emerging Technologies.
• Capstone project: Designed and implemented Teach Admin Balancer an academic staffing tool that optimizes
course scheduling and workload distribution using constraint solving algorithms, improving assignment fairness by 75%.
• Key modules: UX Research Methods, Software Architecture, Database Design, and AI for user modeling.
Focused on Visual Communication, Branding, and Digital Media Design.
• Final year capstone: Developed a full branding and identity system
for Baaye Lodge in Winneba, including logo and print collateral.
• Coursework included Typography, Digital Illustration, User-Centered Design, and Motion Graphics.
• NextGen Fintech Acceleration Awards, Starlife
• Google UX Design Certificate
• CompTIA Security+
• CompTIA Network+
"Frederick's leadership in our cross-functional sprints fostered stronger team cohesion. His clear documentation and regular design system demos empowered both designers and engineers to move faster, with fewer hand off delays."
"From our first brainstorming session, Frederick demonstrated a rare blend of strategic insight and hands-on skill. His Teach Admin Balancer project not only streamlined our scheduling but also won top marks for usability in user testing."
"Frederick's work on our mental-health VR module was transformative. He guided us from sketching out interaction flows to deploying a browser-based VR demo that increased participant empathy scores by over 60%."
