01
It’s who you know.
Build a lasting network of peers, mentors and global partners that extends well beyond the ten days.
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Women
This is more than
Africa doesn’t need
01Entrepreneurship
02AI for
03Leadership
04Industry &
05International
06Alumni
Who’s in
& SME Owners
Technology
& Researchers
Founders
Executives
Professionals
Leaders
Innovators
01
02
03
04
05
International Study Tour · Innovation Exchange · 2027
AFRICA → EUROPE
Women
Leading
Innovation.
A transformational 10-day experience taking 30 African women leaders to Europe to build practical capabilities in entrepreneurship, AI and global business growth.
30Women leaders
10Days in Europe
01Global exchange
WLI EXCHANGE 2027From ambition
to global impact.
to global impact.
30selected
leaders
leaders
TECH4HER AFRICA
WOMEN LEADING INNOVATION
WOMEN LEADING INNOVATION
A new generation of African leadership
ENTREPRENEURSHIP◆ARTIFICIAL INTELLIGENCE◆BUSINESS GROWTH◆GLOBAL NETWORKING◆LEADERSHIP
THE EXPERIENCE
This is more than
a trip.
WLI Exchange is designed as an intentional journey: learn in the classroom, see innovation in action, build relationships across borders, and return home ready to lead differently.
Discover the programme →02
It’s what you know.
Gain practical exposure to entrepreneurship, AI and business growth — and see how ideas become action.
03
It’s how you grow.
Return home with stronger confidence, new perspective and relationships that can compound over time.
WHY WLI EXISTS
Africa doesn’t need
more spectators.
It needs leaders.
Women Leading Innovation equips African women leaders with future-ready competencies in entrepreneurship, artificial intelligence, innovation management and global business transformation.
Through academic instruction, industry visits, guest lectures, innovation tours and cross-cultural exchange, delegates gain the knowledge, exposure and relationships to accelerate what they are already building.
THE SIX PILLARSWhat delegates take home
Entrepreneurship
& Innovation
Practical frameworks for building and scaling ventures in fast-moving markets.
AI for
Business Growth
Apply artificial intelligence tools to real operations, products and decisions.
Leadership
Development
Personal branding, executive presence and confident global leadership.
Industry &
Innovation Tours
Direct exposure to companies, hubs and founders shaping Europe’s tech scene.
International
Networking
Cross-cultural exchange and relationship-building with global peers and mentors.
Alumni
Community
A lasting network of graduates mentoring the next cohort of women innovators.
Where it happens
Two cities, one journey
Ten days split across Vic and Barcelona — combining focused academic immersion with direct access to one of Europe’s most dynamic innovation ecosystems.
VicCatalonia, Spain
Home to our host institution, offering a focused academic environment with inclusive meals, a welcoming campus setting and day-trip access to Barcelona. Academic sessions, workshops and certification take place here.
BarcelonaSpain
An international business hub with a thriving startup ecosystem and world-class innovation districts. Delegates visit companies, attend networking events and experience cross-cultural exchange in one of Europe’s most connected cities.
DELEGATE PROFILE / 2027 COHORT
Who’s in
the room?
A cross-sector circle of African women who are building, leading and influencing what comes next.
30selected
delegates
delegates
ONE ROOM. MANY PERSPECTIVES.
From founders and executives to researchers, public servants and emerging innovators — the room is designed for meaningful exchange, not passive attendance.
01BUILD
Entrepreneurs& SME Owners
Building and scaling ventures with purpose.
↗02CREATE
Women inTechnology
Creating solutions through digital innovation.
↗03DISCOVER
Lecturers& Researchers
Translating knowledge into practical impact.
↗04LAUNCH
StartupFounders
Turning bold ideas into viable businesses.
↗05LEAD
CorporateExecutives
Leading transformation across organisations.
↗06SHAPE
Public SectorProfessionals
Strengthening systems, policy and delivery.
↗07IMPACT
NGOLeaders
Advancing social impact and community change.
↗08EMERGE
EmergingInnovators
Bringing fresh perspectives and new possibilities.
↗Inside the experience
Ten days, three dimensions
Academic depth, industry access and cultural immersion — built into a single itinerary.
Academic Sessions
- Entrepreneurship & Innovation
- Artificial Intelligence Applications
- Business Transformation
- Leadership Development
Industry Engagement
- Company visits & innovation hubs
- Guest speakers & mentors
- Business networking sessions
- Startup ecosystem tours
Cultural Exchange
- City tours & community immersion
- International networking
- Cross-cultural exchanges
- Closing celebration & awards
Why this programme matters
- Practical Skills: Build entrepreneurship, AI and leadership competencies you can apply immediately.
- Global Access: Direct exposure to Europe’s innovation hubs, founders and ecosystem partners.
- Lasting Network: Join a growing alumni community of African women leaders across sectors.
- Recognised Leadership: Return home equipped to scale your venture and mentor the next cohort.
Meet the team
The people behind it
A small team driving the programme from concept to delivery.
Elizabeth O. Edwards Dr. HC
Program Director
Leading the programme vision, strategy and delivery for Women Leading Innovation 2027.
Montse Corrius PHD
University of Vic, Spain Rep
Supporting the Spain-based academic and international exchange experience for WLI delegates.
Mrs. Kemi Shonubi
AdvisoryDirector, People, Culture & Operations, TVC
Dr. Eradiri Ebiekure
AdvisoryPresident, All African Association of Small and Medium Enterprises
Dr. Deborah Adejobi
AdvisoryPrincipal Ass. Registrar, Lead City University
Thompson Vida
Rep, Ghana
Supporting programme coordination and representation across the WLI Africa network.
Oyinlola Sale
PR x Comms
Driving communications, visibility and storytelling around the Women Leading Innovation experience.
Get involved
Five ways to take part
Women Leading Innovation 2027 is built by a community. Join us as a delegate, exhibitor, sponsor, strategic partner or country volunteer.
Join the cohort
Delegate
Apply to be one of 30 African women leaders joining the ten-day study tour in Spain for learning, industry visits and cross-border networking.
Apply as a delegate →Showcase
Exhibitor
Put your product, service or brand in front of a curated delegation of women founders, executives and innovators.
Express interest →Back the programme
Sponsor
Support the delivery of WLI 2027 and stand alongside a programme investing in African women’s leadership.
Express interest →Build with us
Strategic Partner
Collaborate with Tech4Her Africa as an institution, ecosystem builder or host to shape and extend the programme’s impact.
Start a conversation →Represent your country
Country Volunteer
Help recruit, support and coordinate delegates in your country as a trusted voice for WLI in the network.
Volunteer with us →Next steps
How to register your interest
01
Register Your Interest
Complete the short form below and our team will be in touch.
02
Complete Your Application
Shortlisted applicants receive the full programme details and agreements.
03
Confirm Your Place
Delegates complete selection; partners, exhibitors and volunteers confirm their role.
04
Join the Programme
Take part in the ten-day experience, May 2027.
Register interest
Be part of this cohort
Spaces are limited to thirty delegates. Tell us a little about yourself. Complete the form and we’ll be in touch.
- Open to delegates, exhibitors, sponsors, strategic partners and country volunteers
- No payment required to register interest
- Full programme brief sent on follow-up
- Response within 5 working days
Questions
Frequently asked
The programme is open to African women entrepreneurs, SME owners, technologists, lecturers, researchers, startup founders, corporate executives, public sector professionals, NGO leaders and emerging innovators.
Yes, there is a programme fee that applies. Shortlisted delegates will be informed of the complete costs during the confirmation process.
You can join as an exhibitor, sponsor, strategic partner or country volunteer. Register your interest and tell us how you would like to be involved.
International flights, accommodation, meals, academic and faculty fees, industry visit costs, programme materials, travel insurance, visa support, cultural activities and on-ground coordination.
Yes. Delegates complete a short course with our host institution in Barcelona and receive a formal certificate of completion. Outstanding delegates are also recognised with programme awards at the closing ceremony.
Our team responds to all registrations within five working days with next steps and, where relevant, the full programme brief.
Yes. Many people and organisations contribute in more than one capacity. Tell us what you have in mind when we follow up after your registration.
<!DOCTYPE html>
<html lang=”en”>
<head>
<meta charset=”UTF-8″>
<meta name=”viewport” content=”width=device-width, initial-scale=1.0″>
<title>Farm-to-Plate AI Course</title>
<script src=”https://cdn.tailwindcss.com”></script>
<style>
.flip-card {
perspective: 1000px;
height: 200px;
}
.flip-card-inner {
position: relative;
width: 100%;
height: 100%;
transition: transform 0.6s;
transform-style: preserve-3d;
}
.flip-card.flipped .flip-card-inner {
transform: rotateY(180deg);
}
.flip-card-front, .flip-card-back {
position: absolute;
width: 100%;
height: 100%;
backface-visibility: hidden;
border-radius: 0.5rem;
display: flex;
align-items: center;
justify-content: center;
padding: 1.5rem;
text-align: center;
}
.flip-card-back {
transform: rotateY(180deg);
}
.code-block {
background: #1a1a1a;
color: #00ff00;
padding: 1rem;
border-radius: 0.5rem;
overflow-x: auto;
font-family: ‘Courier New’, monospace;
font-size: 0.875rem;
white-space: pre;
}
</style>
</head>
<body class=”bg-gradient-to-br from-green-50 to-blue-50 min-h-screen”>
<div id=”app”></div>
<script>
// Course Data
const courseData = {
1: {
title: “Week 1: Introduction & Context”,
sections: [
{
type: “intro”,
title: “Welcome”,
content: {
heading: “AI for African Smallholder Post-Harvest Management”,
stats: [
“30-50% of produce lost between harvest and market”,
“Billions in annual losses for smallholder farmers”,
“AI can reduce losses by 50%”
]
}
},
{
type: “lesson”,
title: “Post-Harvest Loss Problem”,
content: {
text: “Africa loses 30-50% of produce between harvest and market, costing smallholder farmers billions annually.”,
caseStudy: {
title: “Case Study: Maria’s Tomato Farm”,
current: “Loses 80kg (40%), earns 6,000 KES”,
withAI: “Loses 40kg (20%), earns 8,000 KES”
}
}
},
{
type: “flipcards”,
title: “Root Causes”,
cards: [
{ front: “Physical Losses”, back: “Bruising, rotting, pest damage during handling and transport” },
{ front: “Economic Losses”, back: “Price drops for damaged produce, rejection by buyers” },
{ front: “Infrastructure”, back: “No refrigeration, poor storage facilities” },
{ front: “Information Gap”, back: “Lack of real-time market data and quality tools” }
]
},
{
type: “quiz”,
title: “Week 1 Quiz”,
questions: [
{
q: “What percentage of produce is typically lost in Africa?”,
options: [“10-20%”, “30-50%”, “60-70%”, “80-90%”],
correct: 1
},
{
q: “Where are AI interventions most effective?”,
options: [“Harvest”, “Sorting & Storage”, “Transport”, “Market”],
correct: 1
}
]
}
]
},
2: {
title: “Week 2: Image Data Fundamentals”,
sections: [
{
type: “lesson”,
title: “Digital Images”,
content: {
text: “Understanding how cameras capture produce images.”,
concepts: [
{ term: “Pixels”, def: “Smallest unit of an image” },
{ term: “Resolution”, def: “Number of pixels (e.g., 1920×1080)” },
{ term: “Bit Depth”, def: “Number of bits per pixel (8-bit = 0-255)” }
]
}
},
{
type: “flipcards”,
title: “Color Spaces”,
cards: [
{ front: “RGB”, back: “Red-Green-Blue. Three channels 0-255. Common camera format.” },
{ front: “HSV”, back: “Hue-Saturation-Value. Better for colored defect detection.” },
{ front: “Grayscale”, back: “Single channel. Useful for texture analysis.” }
]
},
{
type: “code”,
title: “MATLAB Lab”,
code: “% Convert to HSV\nimg_rgb = imread(‘tomato.jpg’);\nimg_hsv = rgb2hsv(img_rgb);\n\n% Detect red regions\nH = img_hsv(:,:,1);\nred_mask = (H < 0.05 | H > 0.95);”
},
{
type: “quiz”,
title: “Week 2 Quiz”,
questions: [
{
q: “A 640×480 RGB image is stored as:”,
options: [“640×480 matrix”, “640×480×3 array”, “Three 640×480 matrices”, “Single array”],
correct: 1
}
]
}
]
},
3: {
title: “Week 3: Defect Detection”,
sections: [
{
type: “lesson”,
title: “Common Defects”,
content: {
defects: [
{ type: “Bruising”, impact: “20-40% price reduction” },
{ type: “Rot”, impact: “Rejection by buyers” },
{ type: “Sunburn”, impact: “Lower price tier” }
]
}
},
{
type: “flipcards”,
title: “Segmentation”,
cards: [
{ front: “Global Threshold”, back: “Single value for entire image. Simple but struggles with variable lighting.” },
{ front: “Adaptive Threshold”, back: “Local thresholds. Better for uneven lighting.” },
{ front: “Otsu’s Method”, back: “Automatic threshold selection. No manual tuning.” }
]
},
{
type: “code”,
title: “Detection Pipeline”,
code: “% Defect detection\nimg_gray = rgb2gray(img);\nthreshold = graythresh(img_gray);\nbw = imbinarize(img_gray, threshold);\n\n% Clean with morphology\nse = strel(‘disk’, 5);\nbw_clean = imopen(bw, se);”
},
{
type: “quiz”,
title: “Week 3 Quiz”,
questions: [
{
q: “Which operation removes small noise?”,
options: [“Dilation”, “Opening”, “Closing”, “Threshold”],
correct: 1
}
]
}
]
},
4: {
title: “Week 4: CNN Classification”,
sections: [
{
type: “lesson”,
title: “Grading System”,
content: {
grades: [
{ grade: “A”, desc: “No defects”, price: “100%” },
{ grade: “B”, desc: “Minor defects”, price: “60-80%” },
{ grade: “C”, desc: “Major defects”, price: “0-30%” }
]
}
},
{
type: “flipcards”,
title: “CNN Basics”,
cards: [
{ front: “What are CNNs?”, back: “Deep learning models that automatically learn features from images.” },
{ front: “Transfer Learning”, back: “Use pre-trained models and fine-tune for your task.” },
{ front: “Why CNNs?”, back: “Handle variations, scale well, work with limited data.” }
]
},
{
type: “code”,
title: “CNN Training”,
code: “% Load MobileNet\nnet = mobilenetv2;\n\n% Replace final layer\nlgraph = layerGraph(net);\nnewFC = fullyConnectedLayer(3);\nlgraph = replaceLayer(lgraph, ‘Logits’, newFC);\n\n% Train\nnet_trained = trainNetwork(imds, lgraph, options);”
},
{
type: “quiz”,
title: “Week 4 Quiz”,
questions: [
{
q: “Main advantage of transfer learning?”,
options: [“Faster training”, “Works with limited data”, “Smaller model”, “Better always”],
correct: 1
}
]
}
]
}
};
// State Management
let state = {
currentWeek: 1,
currentSection: 0,
completed: {},
quizAnswers: {},
flipped: {}
};
// Load saved progress
function loadProgress() {
const saved = localStorage.getItem(‘farmToPlateProgress’);
if (saved) {
state = { …state, …JSON.parse(saved) };
}
}
// Save progress
function saveProgress() {
localStorage.setItem(‘farmToPlateProgress’, JSON.stringify(state));
}
// Navigation
function navigate(week, section) {
state.currentWeek = week;
state.currentSection = section;
saveProgress();
render();
}
function nextSection() {
const week = courseData[state.currentWeek];
if (state.currentSection < week.sections.length – 1) {
navigate(state.currentWeek, state.currentSection + 1);
} else if (state.currentWeek < 4) {
navigate(state.currentWeek + 1, 0);
}
}
function prevSection() {
if (state.currentSection > 0) {
navigate(state.currentWeek, state.currentSection – 1);
} else if (state.currentWeek > 1) {
const prevWeek = state.currentWeek – 1;
navigate(prevWeek, courseData[prevWeek].sections.length – 1);
}
}
function markComplete() {
state.completed[`${state.currentWeek}-${state.currentSection}`] = true;
saveProgress();
render();
}
// Render functions
function renderSection(section, idx) {
const key = `${state.currentWeek}-${idx}`;
switch(section.type) {
case ‘intro’:
return `
<div class=”space-y-6″>
<div class=”bg-gradient-to-r from-green-600 to-blue-600 text-white p-8 rounded-lg”>
<h2 class=”text-3xl font-bold mb-4″>${section.content.heading}</h2>
</div>
<div class=”grid md:grid-cols-3 gap-4″>
${section.content.stats.map(stat => `
<div class=”bg-white p-6 rounded-lg shadow-md border-l-4 border-green-500″>
<p class=”text-gray-700″>${stat}</p>
</div>
`).join(”)}
</div>
<button onclick=”markComplete()” class=”w-full bg-green-600 text-white py-3 rounded-lg font-semibold hover:bg-green-700″>
Continue
</button>
</div>
`;
case ‘lesson’:
return `
<div class=”space-y-6″>
<div class=”bg-white p-6 rounded-lg shadow-md”>
<p class=”text-lg text-gray-700 mb-4″>${section.content.text}</p>
${section.content.caseStudy ? `
<div class=”bg-blue-50 p-6 rounded-lg mt-6″>
<h4 class=”font-bold text-blue-900 mb-3″>${section.content.caseStudy.title}</h4>
<div class=”grid md:grid-cols-2 gap-4″>
<div class=”bg-red-50 p-4 rounded”>
<p class=”font-semibold text-red-900 mb-2″>Current</p>
<p class=”text-sm”>${section.content.caseStudy.current}</p>
</div>
<div class=”bg-green-50 p-4 rounded”>
<p class=”font-semibold text-green-900 mb-2″>With AI</p>
<p class=”text-sm”>${section.content.caseStudy.withAI}</p>
</div>
</div>
</div>
` : ”}
${section.content.concepts ? `
<div class=”space-y-3 mt-6″>
${section.content.concepts.map(c => `
<div class=”border-l-4 border-blue-500 pl-4 py-2″>
<p class=”font-semibold”>${c.term}</p>
<p class=”text-sm text-gray-600″>${c.def}</p>
</div>
`).join(”)}
</div>
` : ”}
${section.content.defects ? `
<div class=”space-y-3 mt-6″>
${section.content.defects.map(d => `
<div class=”bg-gray-50 p-4 rounded-lg”>
<p class=”font-bold”>${d.type}</p>
<p class=”text-sm text-red-600″>${d.impact}</p>
</div>
`).join(”)}
</div>
` : ”}
${section.content.grades ? `
<div class=”space-y-3 mt-6″>
${section.content.grades.map(g => `
<div class=”bg-gray-50 p-4 rounded-lg border-2 border-gray-200″>
<p class=”font-bold”>Grade ${g.grade}</p>
<p class=”text-sm text-gray-600″>${g.desc}</p>
<p class=”text-sm text-green-600 font-semibold”>${g.price}</p>
</div>
`).join(”)}
</div>
` : ”}
</div>
<button onclick=”markComplete()” class=”w-full bg-green-600 text-white py-3 rounded-lg font-semibold hover:bg-green-700″>
Continue
</button>
</div>
`;
case ‘flipcards’:
return `
<div class=”space-y-6″>
<div class=”bg-blue-50 p-4 rounded-lg”>
<p class=”text-center text-blue-900″>Click each card to flip</p>
</div>
<div class=”grid md:grid-cols-2 gap-6″>
${section.cards.map((card, i) => `
<div class=”flip-card ${state.flipped[`${key}-${i}`] ? ‘flipped’ : ”}”
onclick=”flipCard(‘${key}-${i}’)”>
<div class=”flip-card-inner”>
<div class=”flip-card-front bg-gradient-to-br from-green-500 to-green-600 text-white”>
<div>
<p class=”text-xl font-bold”>${card.front}</p>
<p class=”text-sm mt-2 opacity-75″>Click to flip</p>
</div>
</div>
<div class=”flip-card-back bg-gradient-to-br from-blue-500 to-blue-600 text-white”>
<p class=”text-sm”>${card.back}</p>
</div>
</div>
</div>
`).join(”)}
</div>
<button onclick=”markComplete()” class=”w-full bg-green-600 text-white py-3 rounded-lg font-semibold hover:bg-green-700″>
Continue
</button>
</div>
`;
case ‘code’:
return `
<div class=”space-y-6″>
<div class=”bg-white p-6 rounded-lg shadow-md”>
<h4 class=”font-bold text-lg mb-4″>💻 MATLAB Code Example</h4>
<div class=”code-block”>${section.code}</div>
</div>
<button onclick=”markComplete()” class=”w-full bg-green-600 text-white py-3 rounded-lg font-semibold hover:bg-green-700″>
Mark Complete
</button>
</div>
`;
case ‘quiz’:
return renderQuiz(section.questions, key);
}
}
function renderQuiz(questions, key) {
const answers = state.quizAnswers[key] || {};
const submitted = state.completed[key];
let html = ‘<div class=”space-y-6″>’;
questions.forEach((q, qIdx) => {
html += `
<div class=”bg-white p-6 rounded-lg shadow-md”>
<p class=”font-semibold mb-4″>${qIdx + 1}. ${q.q}</p>
<div class=”space-y-2″>
${q.options.map((opt, oIdx) => {
const selected = answers[qIdx] === oIdx;
const correct = oIdx === q.correct;
const showFeedback = submitted && selected;
return `
<button onclick=”answerQuiz(‘${key}’, ${qIdx}, ${oIdx})”
${submitted ? ‘disabled’ : ”}
class=”w-full text-left p-3 rounded-lg border-2 transition-all ${
showFeedback
? (correct ? ‘border-green-500 bg-green-50’ : ‘border-red-500 bg-red-50’)
: (selected ? ‘border-blue-500 bg-blue-50’ : ‘border-gray-200 hover:border-gray-300’)
}”>
${opt}
${showFeedback ? (correct ? ‘ ✓’ : ‘ ✗’) : ”}
</button>
`;
}).join(”)}
</div>
</div>
`;
});
if (!submitted) {
const allAnswered = Object.keys(answers).length === questions.length;
html += `
<button onclick=”submitQuiz(‘${key}’, ${questions.length})”
${!allAnswered ? ‘disabled’ : ”}
class=”w-full bg-green-600 text-white py-3 rounded-lg font-semibold hover:bg-green-700 disabled:bg-gray-300″>
Submit Quiz
</button>
`;
} else {
const score = questions.reduce((acc, q, i) => acc + (answers[i] === q.correct ? 1 : 0), 0);
html += `
<div class=”bg-blue-50 p-6 rounded-lg text-center”>
<p class=”text-2xl font-bold text-blue-900″>Score: ${score}/${questions.length}</p>
<p class=”text-gray-600 mt-2″>${score === questions.length ? ‘Perfect! 🎉’ : ‘Great job! 👏’}</p>
</div>
`;
}
html += ‘</div>’;
return html;
}
function flipCard(cardId) {
state.flipped[cardId] = !state.flipped[cardId];
render();
}
function answerQuiz(key, qIdx, answer) {
if (!state.quizAnswers[key]) state.quizAnswers[key] = {};
state.quizAnswers[key][qIdx] = answer;
saveProgress();
render();
}
function submitQuiz(key, numQuestions) {
markComplete();
}
function render() {
const week = courseData[state.currentWeek];
const section = week.sections[state.currentSection];
const progress = (Object.keys(state.completed).length / 16) * 100;
document.getElementById(‘app’).innerHTML = `
<div class=”max-w-6xl mx-auto px-4 py-6″>
<!– Header –>
<div class=”bg-white shadow-md rounded-lg p-4 mb-6″>
<div class=”flex items-center justify-between mb-2″>
<h1 class=”text-2xl font-bold text-gray-900″>Farm-to-Plate AI</h1>
<span class=”text-sm font-semibold text-gray-600″>Week ${state.currentWeek} of 4</span>
</div>
<div class=”mt-3″>
<div class=”flex items-center justify-between text-sm text-gray-600 mb-1″>
<span>Progress</span>
<span>${Math.round(progress)}%</span>
</div>
<div class=”w-full bg-gray-200 rounded-full h-3″>
<div class=”bg-gradient-to-r from-green-500 to-blue-500 h-3 rounded-full transition-all”
style=”width: ${progress}%”></div>
</div>
</div>
</div>
<!– Week Tabs –>
<div class=”grid grid-cols-4 gap-4 mb-6″>
${[1,2,3,4].map(w => `
<button onclick=”navigate(${w}, 0)”
class=”p-4 rounded-lg font-semibold ${state.currentWeek === w ? ‘bg-green-600 text-white’ : ‘bg-white text-gray-600 hover:bg-gray-50’}”>
Week ${w}
</button>
`).join(”)}
</div>
<!– Content –>
<div class=”bg-white rounded-lg shadow-xl p-8 mb-6″>
<div class=”mb-6″>
<h2 class=”text-2xl font-bold text-gray-900 mb-2″>${week.title}</h2>
<p class=”text-gray-600″>Section ${state.currentSection + 1} of ${week.sections.length}: ${section.title}</p>
</div>
${renderSection(section, state.currentSection)}
</div>
<!– Navigation –>
<div class=”flex justify-between”>
<button onclick=”prevSection()”
${state.currentWeek === 1 && state.currentSection === 0 ? ‘disabled’ : ”}
class=”px-6 py-3 bg-gray-600 text-white rounded-lg font-semibold hover:bg-gray-700 disabled:bg-gray-300″>
← Previous
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DataDiva Bootcamp 2.0
Farm-to-Plate AI: Enhance Freshness & Reduce Waste with Robotics and Computer Vision
About the Event
Nigeria loses nearly half of its fresh produce before it reaches consumers—a challenge that demands smart, tech-driven solutions. DataDiva Bootcamp 2.0 empowers women to harness the power of AI, robotics, and computer vision to build innovative solutions that detect food quality, extend shelf life, and reduce waste from farm to plate.
This hands-on bootcamp combines practical training, expert mentorship, and real-world problem solving to equip participants with the tools to create impact in agriculture and food systems.
What You’ll Learn
- Basics of computer vision and AI model development for food quality detection
- Introduction to robotics systems for sorting and handling produce
- Data collection and analysis for freshness tracking and waste reduction
- Real-world applications of AI in agriculture and sustainable food systems
- Team-based project development and presentation
Who Should Attend
- Women and young professionals passionate about AI, agritech, and sustainability
- Students, researchers, and developers eager to apply technology for social impact
- Entrepreneurs and innovators interested in smart farming and food systems
Why Attend
- Learn from industry experts and mentors
- Gain hands-on experience building real AI prototypes
- Network with a community of women driving agricultural innovation
- Earn a certificate of participation and join the DataDiva alumnae network
Event Details
📍 Location: University of Lagos (Hybrid)
📅 Date: December 2025 (to be confirmed)
🕒 Time: To be announced
🎟️ Registration: Free
Organized by
Tech4Her Africa – DataDiva Initiative in partnership with WiDS (Women in Data Science Worldwide)
Empowering women through data, AI, and digital innovation to create sustainable impact across Africa.
Project Profile: Farm-to-Plate AI
Reducing Farm Post-Harvest Waste via Robotics & Computer Vision
Summary
This project aims to design, prototype, and deploy an intelligent system combining robotics and computer vision to monitor, sort, and manage fresh produce along the supply chain—from harvest to retail. The goal is to maximize freshness, minimize spoilage, and optimize logistic decisions (e.g. routing, storage) using AI models and automated hardware.
Objectives
- Develop a computer vision model to detect quality and defects in produce (e.g. bruising, discoloration, rot)
- Integrate the vision model with a robotic sorting/handling mechanism (e.g. conveyor + robotic arm) to separate substandard items
- Build predictive models to estimate time-to-spoilage under different environmental conditions (temp, humidity, gas composition)
- Use data analytics to optimize inventory, routing, and shelf-life extension decisions
- Test the system in a pilot setting (farm, storage, market) and measure waste reduction, quality retention, and cost-benefits
Scope & Deliverables
- Dataset: Collect images and sensor data (temperature, humidity, ethylene) across different produce types
- Model Development: Train CV models (e.g. CNNs) for classification and defect detection; sensor-fusion predictive models
- Hardware Integration: Prototype or simulate robotic sorting hardware
- Software Pipeline: Build end-to-end pipeline (capture → inference → actuation → logging)
- Dashboard/Visualization: Provide UI for stakeholders to monitor produce status, waste metrics, alerts
- Pilot Deployment: Deploy in a real or simulated environment; collect feedback and performance metrics
- Documentation & Report: Publish methodology, code, evaluation results, lessons, recommendations
Technologies & Tools
- Computer Vision/Deep Learning: TensorFlow, PyTorch, OpenCV
- Embedded/Robotics: ROS, Arduino/Raspberry Pi/Jetson Nano, robotic arm kits
- Sensors: Temperature, humidity, gas sensors (e.g. ethylene), multispectral/RGB cameras
- Data Analytics & Backend: Python (Pandas, scikit-learn), databases (SQL/NoSQL)
- Interface/Dashboard: Web frameworks (Flask, Django, Dash), visualization libraries (Plotly, D3)
- Simulation/CAD/Control: Gazebo/Simulink/MATLAB
Success Metrics / KPIs
Waste reduction (kg or %)
Shelf-life extension (days)
Detection accuracy (F1)
Processing throughput
Cost-benefit/ROI
Stakeholder satisfaction
Partners & Stakeholders
- Local farms/cooperatives
- Markets/retailers
- Agricultural extension services
- Universities/research labs
- Tech sponsors (sensor vendors, robotics kits, cloud providers)
🚀 Build Apps with Machines – Join the Women in AI Code Essentials Program!
AI is transforming the world, and it’s easier than ever for women to step in and innovate. If you’ve ever thought coding was too tough or AI was out of reach, this program is for you!
💡 Tech4Her Africa presents a 5-day upskilling journey where you’ll learn to harness AI tools, build intelligent applications, and gain confidence in your tech abilities—no advanced coding required!
🌟 Program Goals
- ✅ Simplify Programming Basics: Strengthen your foundation in Python and AI tools in a friendly, approachable way.
- ✅ AI Enablement: Learn to use AI-powered platforms without deep technical expertise.
- ✅ Practical Outcomes: By the end of the program, you’ll have built an AI-powered solution (e.g., chatbot, content generator).
- ✅ Inspiration & Confidence: Discover how AI can enhance your career and solve real-world problems.
- ✅ Collaboration & Community: Join a supportive learning space where women in tech grow together!
💡 AI is no longer the future—it’s the NOW. Let’s build, create, and lead together.
#WomenInAI #Tech4Her #AIUpskill #FutureTech #NoCodeAI
TechUp Post-Bootcamp: Code Foundation for AI – Prompting, Python X HTML
💡 Remember when coding felt like a barrier? Long lines of code, endless debugging, and the fear of “hard coding” kept many from stepping into tech. But guess what? The game has changed!
With AI, you no longer need to be a full-time programmer to build apps, create solutions, and innovate. Now, you can prompt AI to do the heavy lifting—but to truly master it, you need just a little foundation in Prompting, Python, and HTML.
What to Expect:
- 🎯 Learn AI Prompting to guide AI like a pro
- ⚡ Use Python for automation and AI-powered applications
- 🌐 Understand HTML to structure your AI-driven projects
Event Details:
- 📅 Dates: April 17-18th & 24-25th, 2025
- ⏰ Time: 5 PM WAT
- 👩💻 Audience: Tech4Her Alumni Community
- 📌 Session Type: Upskill Training
🚀 This is not just a tech session—it’s a movement. A movement to show women that tech is no longer an exclusive club of coders, but a space where creativity, strategy, and the right knowledge can take you further than you ever imagined.
Meet Your Convener
🌟 Elizabeth Olorunleke Edwards – A visionary leader driving tech inclusivity, empowering women through TechUp @Tech4Her.
💡 If you’ve ever dreamed of creating without coding fear—this is your moment. Join us for this fully sponsored training, powered by Tech4Her & IBM!
📢 Tag a friend who needs this & spread the word! 🚀
#Tech4Her #AI #Python #HTML #WomenInTech #AIforEveryone
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User interface design is an integral part of any product development process. It involves creating an interface that users can interact with seamlessly, efficiently, and enjoyably. Two essential principles in UI design are consistency and signifiers.
Consistency refers to the uniformity of the interface design across different pages, screens, and interactions. It makes it easy for users to navigate and understand the product. When a product has a consistent design, users can quickly learn how to perform different actions and predict what will happen when they click on different buttons.
On the other hand, signifiers refer to the visual cues that help users understand how to interact with the product. They include buttons, icons, color, and typography. Signifiers should be clear and easy to understand to avoid confusion and frustration for users.
Consistency and signifiers are crucial in UI design because they improve the user experience, reduce errors, and increase user engagement. When a product is consistent, users are more likely to trust it and feel confident using it. Signifiers help users understand the product’s functionality and how to navigate it, reducing the learning curve.
In conclusion, consistency and signifiers are essential principles in UI design. They create a seamless user experience and help users navigate and understand the product. As a UI designer, it’s essential to keep these principles in mind when designing interfaces to ensure the best possible user experience.
What is UI?
The user interface (UI) acts as the medium of interaction between a user and a device or technology. It comprises of a set of visual components and controls such as menus, buttons, and icons that enable users to control and interact with the system. UI can either be graphical, as seen on a smartphone or computer, or command-line based as found on a computer’s command-line interface.
An effective user interface should possess attributes such as ease of use, visual appeal, and should provide users with clear and consistent feedback. It should also be designed in such a way that it is intuitive and efficient, making it easy for users to perform the necessary tasks with ease.
In designing a user interface, the layout, visual elements, interactions, and feedback are taken into consideration to create a satisfying and user-friendly experience with the product. The process is iterative, requiring continuous testing and improvement, as designers work in tandem with developers and stakeholders.
What is the difference between UX and UI?
UX (User Experience) and UI (User Interface) are two closely related yet distinct fields in design. UX design focuses on the overall feel and flow of a product, from research and prototyping to testing and iteration. It aims to understand the user needs, motivations, and behaviors and create a product that meets their goals efficiently and effectively. UX design includes aspects such as information architecture, wireframing, and usability testing.
UI design, on the other hand, focuses on the look and feel of a product. It involves designing visual elements such as colors, typography, and iconography, as well as the layout and structure of a product’s interface.
Who is a UI designer?
A UI (User Interface) designer is a professional responsible for the design of the graphical interface of a product, such as a website or application. They are responsible for creating the look and feel of the product, including the layout, typography, color palette, and visual elements such as buttons and icons.
A UI designer works closely with UX designers and developers to ensure that the interface is aesthetically pleasing, user-friendly, and consistent with the overall design style of the product. They may also be involved in creating and testing prototypes, as well as updating and maintaining the visual design as the product evolves.
The role of a UI designer requires a strong understanding of visual design principles, as well as the ability to create wireframes, mockups, and prototypes using design software. Good communication and collaboration skills are also important, as the UI designer must work closely with other members of the design and development teams.
Attention UI designers! When creating digital products, it’s important to keep in mind two crucial design principles: affordance and feedback.
Affordance refers to the perceived functionality of an object based on its design. For example, a button with a raised appearance and a shadow effect is perceived as something that can be clicked. On the other hand, a flat image without any raised appearance may not be perceived as clickable, and therefore not an effective affordance.
Feedback is the process of giving users clear and immediate responses to their actions within a digital product. This can come in the form of an animation, sound, or visual cue. Providing feedback lets users know that their actions have been registered and encourages continued engagement.
When designing a user interface, it’s important to keep both of these principles in mind to create a seamless user experience. #UIDesign #UserExperience #DesignPrinciples