AI-scaffold engine
Turning Africa's locked research into working tools for local businesses.
Researchers can't afford to hire developers. Entrepreneurs can't read the papers. The gap between "I published a finding" and "Someone built a tool from it" is where most African innovation dies.
The bottleneck isn't talent or ambition. It's a missing tool: something that translates research into products without requiring a $100K data science hire.
The goal.
Build what I'm calling an "invisible IT bridge": a platform that lets local businesses use advanced analytics without data scientists or deep technical skills. It has to work on slow connections, cheap phones, and for people who've never used a SaaS product.
CareWeight — family care plan builder
What would it cost to replace you? That's the question CareWeight opens with. It's a free web app for the family member doing most of the caregiving for an aging parent (usually a daughter carrying the load while siblings "stay updated"). A nine-screen wizard turns her invisible work into a printable care plan with real dollar values: who does what now, what that work costs at market rates, and a redistribution proposal the family can sit down and discuss.
Built solo, end to end: research in caregiver communities, product definition, content design under heavy emotional constraints, visual design, and code. Vanilla JS with no framework, mobile-first, installable as a PWA, WCAG AAA verified with automated audits. The whole thing runs on privacy: no accounts, no server-side storage. A finished plan lives in the browser and travels as an encoded link; analytics are cookieless and never see what anyone typed.
Live at careweight.org (http://careweight.org)
High-Retention Reels, Shorts & Faceless Video Editing
New to Contra
High-Retention Reels, Shorts & Faceless Video Editing
A high-retention, faceless short-form video exploring relationship psychology based on the Gottman Institute's "Love Map" framework.
What I Did:
Script-to-Screen Production: Structured an engaging narrative hook to capture viewer attention within the first 3 seconds.
Visuals & Animation: Designed aesthetic 2D vector visual framing and assets.
Editing & Typography: Applied dynamic kinetic captions and professional pacing to maximize audience retention.
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The 3-Question Relationship Test — Interactive Faceless Reel
An interactive, high-retention faceless short-form video designed to drive high comment engagement and audience participation for a psychology brand.
What I Did:
Hook & Structure: Opened with a direct, provocative question ("You think you know your partner?") to instantly stop the scroll.
Interactive Design: Structured the narrative around a "3-question test," encouraging viewers to mentally participate and score themselves.
Call-to-Action & Engagement: Integrated a clear visual CTA ("Score yourself out of 3 in the comments") to maximize algorithmic push and community interaction.
Visuals & Typography: Created dynamic kinetic text boxes and layered 2D animations (like thought bubbles and the "Love Map" node graphic) to keep the pacing fast and visually engaging.
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Educational Animation: The Real Reason Marriages Fail
A high-retention faceless video utilizing 2D vector animation to explain relationship psychology concepts from the Gottman Institute.
What I Did:
Narrative Pacing: Built a strong hook challenging common relationship myths to retain viewers from the first second.
Visual Storytelling: Animated aesthetic characters, data visualizations, and visual metaphors (like the bridge) to make research highly engaging.
Call-To-Action (CTA) Integration: Designed custom animated buttons and comment-directed CTAs ("Find the solution in the pinned comment below") to drive channel growth and audience interaction.
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Short-Form Video Editing
A fast-paced, beat-synced promotional short-form video designed to drive direct sales inquiries for a commercial client.
What I Did:
Beat-Synced Editing: Chopped and paced live-action B-roll to match high-energy audio, keeping viewer retention high.
Commercial Call-to-Action: Integrated bold, clear on-screen text overlays to guide the viewer toward a specific conversion ("DM us for a price quote").
Algorithmic Optimization: Formatted and paced the visual cuts specifically for performance on TikTok, Instagram Reels, and Shorts.
Looking for dynamic, fast-paced edits to sell your product or service? Let's work together!