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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta content="width=device-width, initial-scale=1.0" name="viewport">
<title>Portfolio Details - Reagan Ochola | Strategic MEL Leader & Data Analytics Specialist</title>
<meta name="description" content="Portfolio details of Reagan Ochola's MEL quantitative case study - comprehensive analysis of 5,016 MSME manufacturing firms across Kenya using Power BI, SQL, and Python.">
<meta name="keywords" content="MEL, Data Analytics, Power BI, SQL, Python, MSME, Kenya, Quantitative Analysis, Portfolio, Reagan Ochola">
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<!-- Main CSS File -->
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<!-- =======================================================
* Template Name: FolioOne
* Template URL: https://bootstrapmade.com/folioone-bootstrap-portfolio-website-template/
* Updated: Aug 23 2025 with Bootstrap v5.3.7
* Author: BootstrapMade.com
* License: https://bootstrapmade.com/license/
======================================================== -->
</head>
<body class="portfolio-details-page">
<header id="header" class="header d-flex align-items-center light-background sticky-top">
<div class="container position-relative d-flex align-items-center justify-content-between">
<nav id="navmenu" class="navmenu">
<ul>
<li><a href="index.html">Home</a></li>
<li><a href="about.html">About</a></li>
<li><a href="resume.html">Resume</a></li>
<li><a href="services.html">Services</a></li>
<li><a href="portfolio.html">Portfolio</a></li>
<li><a href="contact.html">Contact</a></li>
</ul>
<i class="mobile-nav-toggle d-xl-none bi bi-list"></i>
</nav>
<div class="header-social-links">
<a href="https://www.linkedin.com/in/reagan-ochola-aba10927" class="linkedin"><i class="bi bi-linkedin"></i></a>
</div>
</div>
</header>
<main class="main">
<!-- Portfolio Details Section -->
<section id="portfolio-details" class="portfolio-details section">
<!-- Section Title -->
<div class="container section-title" data-aos="fade-up">
<h2>Portfolio Details</h2>
<p>Comprehensive quantitative analysis of 5,016 MSME manufacturing firms across Kenya, demonstrating expertise in data analysis, quantitative reasoning, and translating insights into actionable recommendations.</p>
</div><!-- End Section Title -->
<div class="container" data-aos="fade-up" data-aos-delay="100">
<div class="row gy-4">
<div class="col-lg-6" data-aos="fade-right">
<div class="portfolio-details-media">
<div class="main-image">
<div class="portfolio-details-slider swiper init-swiper" data-aos="zoom-in">
<script type="application/json" class="swiper-config">
{
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"delay": 6000
},
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},
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"translate": ["100%", 0, 0]
}
},
"slidesPerView": 1,
"navigation": {
"nextEl": ".swiper-button-next",
"prevEl": ".swiper-button-prev"
}
}
</script>
<div class="swiper-wrapper">
<div class="swiper-slide">
<div class="text-center p-5 bg-light rounded-3 d-flex align-items-center justify-content-center" style="min-height: 400px;">
<div>
<i class="bi bi-graph-up text-primary fs-1 mb-3"></i>
<h4 class="text-dark">MSME Manufacturing Dashboard</h4>
<p class="text-muted">Interactive Power BI visualization</p>
</div>
</div>
</div>
<div class="swiper-slide">
<div class="text-center p-5 bg-light rounded-3 d-flex align-items-center justify-content-center" style="min-height: 400px;">
<div>
<i class="bi bi-bar-chart-line text-success fs-1 mb-3"></i>
<h4 class="text-dark">Employment Analysis Chart</h4>
<p class="text-muted">11,277 jobs across 5,016 firms</p>
</div>
</div>
</div>
<div class="swiper-slide">
<div class="text-center p-5 bg-light rounded-3 d-flex align-items-center justify-content-center" style="min-height: 400px;">
<div>
<i class="bi bi-gender-ambiguous text-info fs-1 mb-3"></i>
<h4 class="text-dark">Gender Equity Analysis</h4>
<p class="text-muted">39.8% female-owned employment</p>
</div>
</div>
</div>
</div>
<div class="swiper-button-prev"></div>
<div class="swiper-button-next"></div>
</div>
</div>
<div class="tech-stack-badges" data-aos="fade-up" data-aos-delay="300">
<span>Power BI</span>
<span>Python</span>
<span>SQL</span>
<span>Excel</span>
<span>Pandas</span>
</div>
</div>
</div>
<div class="col-lg-6" data-aos="fade-left">
<div class="portfolio-details-content">
<div class="project-meta">
<div class="badge-wrapper">
<span class="project-badge">MEL Quantitative Analysis</span>
</div>
<div class="date-client">
<div class="meta-item">
<i class="bi bi-calendar-check"></i>
<span>November 2025</span>
</div>
<div class="meta-item">
<i class="bi bi-buildings"></i>
<span>Kenya MSME Manufacturing</span>
</div>
</div>
</div>
<h2 class="project-title">MEL Quantitative Case Study - Kenya MSME Manufacturing Analysis</h2>
<div class="project-website">
<i class="bi bi-link-45deg"></i>
<a href="https://github.com/Ocholar/mel-case-study-kenya" target="_blank">github.com/Ocholar/mel-case-study-kenya</a>
</div>
<div class="project-overview">
<p class="lead">
A comprehensive analysis of 5,016 MSME firms in Kenya's manufacturing sector. This project demonstrates expertise in data analysis, quantitative reasoning, and translating insights into actionable recommendations.
</p>
<div class="accordion project-accordion" id="portfolio-details-projectAccordion">
<div class="accordion-item" data-aos="fade-up">
<h2 class="accordion-header">
<button class="accordion-button" type="button" data-bs-toggle="collapse" data-bs-target="#portfolio-details-collapse-1" aria-expanded="true" aria-controls="collapseOne">
<i class="bi bi-clipboard-data me-2"></i> Project Overview
</button>
</h2>
<div id="portfolio-details-collapse-1" class="accordion-collapse collapse show" data-bs-parent="#portfolio-details-projectAccordion">
<div class="accordion-body">
<p>Comprehensive quantitative analysis examining employment patterns, training effectiveness, and gender equity across Kenya's manufacturing sector. The study processed data from 5,016 firms to identify key drivers of MSME growth and employment generation.</p>
</div>
</div>
</div>
<div class="accordion-item" data-aos="fade-up" data-aos-delay="100">
<h2 class="accordion-header">
<button class="accordion-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#portfolio-details-collapse-2" aria-expanded="false" aria-controls="collapseTwo">
<i class="bi bi-exclamation-diamond me-2"></i> The Challenge
</button>
</h2>
<div id="portfolio-details-collapse-2" class="accordion-collapse collapse" data-bs-parent="#portfolio-details-projectAccordion">
<div class="accordion-body">
<p>Analyzing complex manufacturing data to understand employment patterns, assess training program effectiveness, and identify gender equity gaps across diverse industrial sectors. Required robust data cleaning and quality assessment to resolve 5 critical data issues.</p>
</div>
</div>
</div>
<div class="accordion-item" data-aos="fade-up" data-aos-delay="200">
<h2 class="accordion-header">
<button class="accordion-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#portfolio-details-collapse-3" aria-expanded="false" aria-controls="collapseThree">
<i class="bi bi-award me-2"></i> The Solution
</button>
</h2>
<div id="portfolio-details-collapse-3" class="accordion-collapse collapse" data-bs-parent="#portfolio-details-projectAccordion">
<div class="accordion-body">
<p>Implemented comprehensive data analysis pipeline using Python and Power BI, creating interactive dashboards for stakeholder engagement. Developed 8-sector classification using ISIC codes and produced professional presentation with actionable recommendations for MSME development.</p>
</div>
</div>
</div>
</div>
</div>
<div class="project-features" data-aos="fade-up" data-aos-delay="300">
<h3><i class="bi bi-stars"></i> Key Findings</h3>
<div class="row g-3">
<div class="col-md-6">
<ul class="feature-list">
<li><i class="bi bi-check2-circle"></i> 11,277 jobs generated across sample</li>
<li><i class="bi bi-check2-circle"></i> Training increases efficiency by 8.1%</li>
<li><i class="bi bi-check2-circle"></i> Female-owned firms: 39.8% of employment</li>
</ul>
</div>
<div class="col-md-6">
<ul class="feature-list">
<li><i class="bi bi-check2-circle"></i> Food, Textiles, Wood dominate (62%)</li>
<li><i class="bi bi-check2-circle"></i> 8-sector ISIC classification</li>
<li><i class="bi bi-check2-circle"></i> 5,016 firms analyzed</li>
</ul>
</div>
</div>
</div>
<!-- GitHub Repositories Links -->
<div class="project-repositories mt-4" data-aos="fade-up" data-aos-delay="500">
<h4><i class="bi bi-github"></i> Related Projects</h4>
<div class="repo-links">
<a href="https://github.com/Ocholar/AgroDashboard" target="_blank" class="repo-link">
<i class="bi bi-box-arrow-up-right"></i> AgroDashboard - Plotly Dash Visualization
</a>
<a href="https://github.com/Ocholar/East_Africa_Maize_Yield_Insights" target="_blank" class="repo-link">
<i class="bi bi-box-arrow-up-right"></i> East Africa Maize Yield Insights
</a>
<a href="https://github.com/Ocholar/AgroImageryTimeline" target="_blank" class="repo-link">
<i class="bi bi-box-arrow-up-right"></i> AgroImageryTimeline - SQL + Python Analysis
</a>
<a href="https://github.com/Ocholar/Financial-Pricing-Model-Analysis" target="_blank" class="repo-link">
<i class="bi bi-box-arrow-up-right"></i> Financial Pricing Model Analysis
</a>
</div>
</div>
<div class="cta-buttons" data-aos="fade-up" data-aos-delay="400">
<a href="https://github.com/Ocholar/mel-case-study-kenya" class="btn-view-project" target="_blank">View Full Analysis</a>
<a href="https://github.com/Ocholar" class="btn-next-project" target="_blank">All Projects <i class="bi bi-arrow-right"></i></a>
</div>
</div>
</div>
</div>
</div>
</section><!-- /Portfolio Details Section -->
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