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.
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The SaaS Video Stack
We work on a lot of video for SaaS, cybersecurity, and B2B tech.
One thing we see pretty often: a team knows they need video, but isn’t quite sure which one to make first.
A demo?
An explainer?
A brand film?
Testimonials?
Usually, the answer starts somewhere else:
Where is the buyer you’re trying to reach?
If they’re discovering you for the first time, you’re playing a different game than you are with someone who has already seen the product and is deciding whether to buy.
That’s how we tend to think about the stack.
01 - AWARENESS
Top of Funnel
→ Brand / Story Film
→ Social Clips
→ Thought Leadership
→ Problem-focused Content
This is about giving people a reason to stop, pay attention and understand what you’re about.
02 - CONSIDERATION
Middle of Funnel
→ Explainers
→ Product Overviews
→ Feature Videos
→ Use-case Content
Now they’re trying to understand the thing.
What does it do?
Who is it for?
How does it fit into the problem they’re trying to solve?
03 - CONVERSION
Bottom of Funnel
→ Product Demos
→ Customer Testimonials
→ Case Studies
→ Comparison / FAQ Videos
At this point, clarity needs to turn into confidence.
Show the product. Show the outcome. Bring in customers who have already made the decision.
04 - ONBOARDING
Post-purchase
→ Getting Started
→ Feature Walkthroughs
→ How-to Videos
→ In-app Education
And then there’s the part after the sale.
A good onboarding video can answer the same question 500 times without anyone on the team having to answer it 500 times.
One thing we’d push back on: jumping straight into a product demo because the product is the thing everyone is excited about.
Making a demo before you have a brand story is like sending a sales deck before a cold email.
The demo can be great. The timing can still be wrong.
If someone doesn’t understand who you are, what problem you solve, or why they should care yet, there’s some groundwork to do first.
A good SaaS video library is built around the buyer journey, with each piece created for a specific audience, stage and purpose.
That’s the part worth figuring out before anyone opens Premiere.
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Custom AI Content Automation System for Brand Growth
Designed and implemented a custom content automation workflow enabling small teams to create and distribute content at scale with minimal manual effort.
The system integrates tools like OpenAI, Gemini, NotebookLM, HeyGen, ElevenLabs, and trend research into a single streamlined workflow—allowing one or two people to efficiently produce text, visuals, video, and audio while maintaining brand consistency.
What this enables
Faster research-to-content turnaround
Multi-format content generation
Consistent brand voice using templates
Reduced dependency on large marketing teams
Outcome
Significantly reduced content creation time and enabled higher output without increasing headcount. Built as a custom internal system tailored to the client’s workflow.
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Inspiration rarely comes at a convenient time, or place. In my case, inspiration has taken up a HUGE space in my closet.
So many ideas. Movies, TV shows, songs, business ideas. A treasure trove of gold packed away between abandoned pages.
I'm putting together something big for some bigwigs in the film world. Decided to rummage through my ideas over the years for some new inspiration.
I'm not sure what I wanted to do with this (besides show off how brilliant younger me was to fill these notebooks up), but I think a good thing to takeaway is this:
Keep going. You never know what idea of yours is going to take off. You also don't know which of your ideas sitting in that pile you ignored for so long is going to be the one to transform your life.
Keep pushing and plugging. You're only one idea away.
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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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Effective social media management starts with a clear strategy and a structured system for turning research and ideas into consistent content.
As a Social Media Manager, I developed and executed social media strategies while conducting market and trend research to identify relevant content opportunities and guide the overall content direction.
The work focused on building a more organized approach to content planning and execution, creating a structured system that connected strategy, research, content development, publishing, and ongoing optimization.
The Approach
Social Media Strategy — Developed content direction based on brand goals and audience needs.
Market & Trend Research — Researched market trends and relevant topics to inform content decisions.
Content Planning — Organized content ideas, themes, and priorities into a structured planning system.
Content Execution — Turned planned content into consistent social media assets and publishing activities.
Optimization — Reviewed content performance and refined the strategy based on relevant insights.
The Result
The project established a more structured and repeatable social media workflow, making it easier to move from research and strategy into organized content planning and execution.
Rather than treating social media as a series of individual posts, the system connected research → strategy → planning → execution → optimization, creating a more intentional and consistent approach to social media management.
The Story Behind the Project
The goal was not simply to create more content. The focus was to create a content system with strategy behind it.
Market and trend research helped inform the direction, while structured content planning provided a clearer path from ideas to execution. This approach created a more organized workflow for managing social media activities and maintaining consistency across the content process.
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Pharmaceutical Marketing Management – Core Fundamentals
A practical academic course designed to build a strong foundation in Pharmaceutical Marketing Management, connecting essential marketing concepts with real-world pharmaceutical industry applications.
The course covers strategic marketing planning, consumer behaviour, market segmentation and targeting, product promotion, advertising and communication, product development, positioning, product life-cycle management, branding, and pricing strategy.
The learning approach emphasizes practical application, strategic thinking, and industry relevance, enabling B.Pharm and M.Pharm learners to understand how core marketing principles translate into real-world brand, marketing, and business decisions.
Core Expertise: Pharmaceutical Marketing | Strategic Marketing | Brand Management | Consumer Behaviour | STP | Product Strategy | Marketing Communication | Pricing Strategy | Product Life Cycle Management
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I designed a governed multi-agent orchestration model where specialized AI systems can inspect, draft, and support decision-making without acting autonomously. The workflow uses explicit authority boundaries, human approval gates, and clear role separation so complex collaboration stays controlled, auditable, and safe. This is a self-produced systems design project, not a client deployment.
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