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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="description" content="Prince Mireku - Research Assistant @ CKT UTAS">
<meta name="author" content="Prince Mireku">
<link rel="canonical" href="https://devfreak-ui.github.io/princemireku/">
<meta property="og:locale" content="en_US">
<meta name="og:title" content="Home - Prince Mireku @ CKT UTAS">
<meta name="og:description" content="Research Assistant at CKT UTAS, focusing on vision-language alignment, multimodal learning, and biomedical AI applications.">
<meta name="og:type" content="website">
<meta name="og:url" content="https://devfreak-ui.github.io/princemireku/">
<meta name="og:site_name" content="Prince Mireku">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<!-- Google Fonts -->
<link rel="preconnect" href="https://fonts.googleapis.com">
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<!-- Custom Styles -->
<link rel="stylesheet" href="assets/styles.css">
<!-- Tailwind CSS -->
<script src="https://cdn.tailwindcss.com"></script>
<title>Prince Mireku</title>
</head>
<body class="container w-4/5 md:w-1/2 mt-12 text-black/90">
<!-- Header -->
<section class="w-full flex flex-col sm:flex-row">
<img class="rounded mr-6 w-[100%] sm:w-[40%] md:w-[31%]" src="assets/images/profile-pic.png" alt="profile_pic">
<div class="py-4 text-sm">
<p class="text-[1.8rem] md:text-[2.5rem] leading-tight font-medium sm:mb-5">
Prince Mireku
</p>
<h4 class="flex flex-col gap-2">
<p class="font-bold">Independent Researcher @ ML Collective</p>
<a href="mailto:mirekuprince23@gmail.com">mirekuprince23@gmail.com</a>
</h4>
<div class="flex socials mt-5 space-x-3 items-center">
<a href="assets/files/Prince_Mireku_CV.pdf" target="_blank"
class="p-1 inline-flex items-center justify-center font-bold rounded-full border border-gray-200">
CV
</a>
<a href="https://www.researchgate.net/profile/Prince-Mireku" target="_blank">
<img src="assets/images/research-gate.png" alt="RG" width="35px">
</a>
<a href="https://github.com/DevFreak-ui" target="_blank">
<img src="assets/images/github.svg" alt="GitHub" width="80%">
</a>
<a href="https://www.linkedin.com/in/prince-mireku-2a318b203/" target="_blank">
<img src="assets/images/linkedin.svg" alt="LinkedIn" width="80%">
</a>
<a href="https://x.com/@freakish_prince" target="_blank">
<img src="assets/images/X_logo.png" alt="X" class="w-[1rem] opacity-80">
</a>
</div>
</div>
</section>
<hr class="my-5 sm:my-10">
<!-- About -->
<section class="text-[15px] leading-[1.6] my-4">
<h5 class="text-2xl font-light mb-4">About</h5>
<p class="my-2">
Hello! I am currently an Independent Researcher at <a class="font-semibold text-blue-400 underline" href="https://mlcollective.org/" target="_blank">ML Collective</a>. Before that,
I received my bachelor's degree in Computer Science from the <a class="font-semibold text-blue-400 underline" target="_blank" href="https://www.uds.edu.gh/">University for Development Studies</a>.
I spent some time after that as a research assistant, exploring generative models and their applications in healthcare under the guidance of
<a class="font-semibold text-blue-400 underline" target="_blank" href="https://scis.cktutas.edu.gh/department-of-computer-science/">Prof. Mohammed Daabo</a>.
I also interned at the SMART Lab of North Dakota State University fortunate to be advised by
<a class="font-semibold text-blue-400 underline" target="_blank" href="https://aboah1994.github.io/">Prof. Armstrong Aboah</a>.
<br><br>
My research interest lies at the intersection of <strong>Multimodal AI</strong> and <strong>Applications in Healthcare and Medecine</strong>.
I am also generally interested in Socially-Aware and Trustworthy Methodologies.
<br><br>
At ML Collective, I lead the Self-Supervised Learning for Small Datasets in Healthcare focus group. Our ultimate goal is to advance the next
generation of medical Ai systems, utilizing the small amount of medical data available in wild. In parallel, I lead the Multimodal AI Group,
with current focus on bridging the gap between multimodal AI applications in the African context (<i>Check out our
AfriMMD POC Dataset at <a class="text-blue-400" target="_blank" href="https://huggingface.co/datasets/AfriMM/AfriMMD">hugging face</a></i>).
<br><br>
Outside my academic pursuits, I work as a full-stack engineer at
<a class="font-semibold text-blue-400 underline" href="https://www.reallygreattech.com/" target="_blank">RGT</a>.
In my free time, I enjoy growing new <a class="font-semibold text-blue-400 underline" href="miscellaneous.html">crops</a> in my backyard.
</p>
</section>
<!-- QUick Links -->
<div class="quick-links flex space-x-12 p-3 border-t border-b border-gray-300/80 my-8 overflow-x-auto">
<a href="#">Research</a>
<a href="#news">News</a>
<!-- <a href="./projects.html">Projects</a> -->
<a href="assets/files/Prince_Mireku_CV.pdf" target="_blank">
CV
</a>
<a target="_blank" href="https://medium.com/@devfreak_">Blog</a>
<a href="miscellaneous.html">Misc.</a>
</div>
<!-- News -->
<section id="news">
<h5 class="text-2xl font-light mb-5">News</h5>
<table class="border-separate">
<tr>
<td class="md:min-w-[80px] font-bold text-red-500 align-text-top">Dec. 2024</td>
<td>
✨ I'm excited to share that I'll be virtually attending the <strong>NeurIPS 2024 Conference!</strong>
Thanks to <a href="https://www.linkedin.com/company/global-south-in-ai/about/"><i>Gloabal South in AI</i></a>.
Let's connect on Whova.
</td>
</tr>
<tr>
<td class="md:min-w-[80px] font-bold align-text-top">Oct. 2024</td>
<td>
I'll be serving as a reviewer for the Machine Learning for Health (<strong>ML4H</strong>) Symposium 2024
</td>
</tr>
<tr>
<td class="md:min-w-[80px] font-bold align-text-top">Sep 2024</td>
<td>
I'll be serving as a reviewer for <strong>WiML workshop</strong> co-located with NeurIPS 2024
</td>
</tr>
<tr>
<td class="md:min-w-[80px] font-bold align-text-top">Aug 2024</td>
<td>
Accepted into the Black in AI's Emerging Leaders in AI Scholar's program
</td>
</tr>
<tr>
<td class="md:min-w-[80px] align-text-top">Jul 2024</td>
<td>
I'll be presenting our work on Multimodal Multilingual African Dataset at
<a href="https://mlcollective.org/events/research-jam-22/" class="text-blue-400">ML Collective's 22nd Research Jam.</a>
</td>
</tr>
<tr>
<td>Jul 2024</td>
<td>
Joined
<a href="https://www.ndsu-smartlab.com/" class="text-blue-400">SMART Lab</a> @
<a href="https://www.ndsu.edu/" class="text-blue-400">NDSU</a>
as a Research Intern.
</td>
</tr>
<tr>
<td>Jun 2024</td>
<td>
Joined
<a href="https://x.com/black_in_ai" class="text-blue-400">
@Black in AI
</a> Community.
</td>
</tr>
<tr>
<td>Apr 2024</td>
<td>Reviewing applications for Deep Learning Indaba 2024.</td>
</tr>
<tr>
<td>Nov 2023</td>
<td>
Started RA @ C.K.T University of Technology and Applied Sciences.
</td>
</tr>
<tr></tr>
<tr></tr>
</table>
</section>
<hr class="my-10">
<!-- Research Projects -->
<section>
<h5 class="text-2xl font-light mb-5">Research</h5>
<div id="res-1" class="flex flex-col sm:flex-row my-10 w-full space-x-3">
<span class="sm:max-w-[150px] mb-3">
<img src="assets/images/twi_datset_thumb.png" alt="">
</span>
<div class="3/5">
<a href="https://drive.google.com/file/d/1pBL4zkMq0juaa4EMbSnZY0L5u18miDkb/view?usp=sharing" target="_blank" class="font-semibold text-base mb-2 text-blue-500">
From Limited Contexts to Rich Data: Elevating Twi NLP through Diverse and Verified Datasets
</a>
<div class="text-sm font-[400] my-1">
<strong>Prince Mireku*</strong>, Jackline Mireku*, Strato Angsoteng Bayitaa, Mohammed Ibrahim Daabo
</div>
<p class="mb-2">
The scope of Ghanaian Language; Twi datasets is insufficiently diverse, hindering a multitude of
applications. To address this, we are curating a comprehensive corpus from literature, media, and
synthetic data, covering formal, informal, and conversational registers. Using advanced data
collection methods and rigorous validation, including transformer-based models and expert human
verification, we ensure a high-quality data repository for robust NLP applications.
</p>
<div class="flex space-x-3 text-blue-500">
<a href="https://drive.google.com/file/d/1pBL4zkMq0juaa4EMbSnZY0L5u18miDkb/view?usp=sharing">[ Extended Abstract ]</a>
<a href="#">[ Project page ]</a>
</div>
</div>
</div>
<div id="res-3" class="flex flex-col sm:flex-row my-10 w-full space-x-3">
<span class="sm:min-w-[150px] mb-3">
<img src="assets/images/res-3.png" alt="">
</span>
<div class="3/5">
<a href="https://drive.google.com/file/d/1URrfbw-musQDhzoJSsMko4rtCOJff27G/view" target="_blank" class="font-semibold text-base mb-2 text-blue-500">
Fault-Tolerant Techniques in Residue Number System for Reliable Arithmetic Operations
<i class="text-black"> | 2023</i>
</a>
<div class="text-sm font-[400] my-1">
<strong>Prince Mireku*</strong>, Mohammed Ibrahim Daabo
</div>
<p class="mb-2">
This research project focuses on enhancing the reliability of Residue Number System (RNS) arithmetic
operations through the development of effective fault tolerance techniques. We also proposed a novel
integrated fault-tolerant technique that combines redundant residues, modular checksums, and
Reed-Solomon codes for error detection & correction. This integrated approach aims to improve fault
coverage and reliability in RNS arithmetic operations compared to existing solutions, with manageable overhead.
</p>
<div class="flex space-x-3 text-blue-500">
<a href="https://drive.google.com/file/d/1URrfbw-musQDhzoJSsMko4rtCOJff27G/view">[ Report ]</a>
</div>
</div>
</div>
</section>
<hr class="my-10">
<!-- Education -->
<section class="text-sm ">
<h5 class="text-2xl font-light mb-5">Education</h5>
<h1 class="flex justify-between font-semibold space-y-2">
<span>University for Development Studies</span>
<span>Sep. 2019 - Nov. 2023</span>
</h1>
<p>B.Sc. Computer Science</p>
</section>
<!-- Last Update -->
<section class="mt-12 md:mt-24 text-center">
Last updated: December 2024
</section>
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