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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Mir Junaid | Research Engineer in High Performance Computing</title>
<link rel="stylesheet" href="style.css">
<link href="https://fonts.googleapis.com/css2?family=Source+Sans+Pro:wght@400;600;700&display=swap" rel="stylesheet">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.4/css/all.min.css">
</head>
<body>
<div class="container">
<header>
<div class="profile">
<img src="images/mj.jpeg" alt="Mir Junaid" class="profile-img">
<h1>Mir Junaid</h1>
<p class="title">Scientific Computing Consultant (AI/HPC)</p>
<p class="affiliation">University of Duisburg-Essen</p>
<p class="headline">AI/ML Computing Expert specializing in High Performance Computing, Large Language Models, and Scientific/GPU Computing</p>
</div>
<div class="contact">
<p><i class="fas fa-envelope"></i> junaid.mir@uni-due.de</p>
<div class="social-links">
<a href="https://github.com/mirjunaid26" target="_blank"><i class="fab fa-github"></i></a>
<a href="https://www.linkedin.com/in/mirjunaid26/" target="_blank"><i class="fab fa-linkedin"></i></a>
</div>
</div>
</header>
<section id="about">
<h2>About</h2>
<p>I am a Scientific Computing Consultant at the University of Duisburg-Essen, specializing in High Performance Computing (HPC) and Artificial Intelligence. With a strong background in Machine Learning and Deep Learning, I focus on optimizing and scaling AI workloads for HPC environments, particularly Large Language Models (LLMs).</p>
<p>My expertise spans across running and optimizing AI applications on HPC clusters, managing GPU-accelerated computing workloads, and implementing efficient containerization solutions using NVIDIA NGC containers. I am passionate about bridging the gap between cutting-edge AI technologies and high-performance computing infrastructure.</p>
<p>Previously, I worked at Ecole centrale de Nantes and worked as research assistant at the Université de Technologie de Troyes, where I specialized in Graph Neural Networks and Geometric Deep Learning. I have extensive experience in both academic research and practical implementation of AI/ML solutions in HPC environments.</p>
</section>
<section id="experience">
<h2>Experience</h2>
<div class="experience-item">
<div class="position">Scientific Computing Consultant (AI/HPC)</div>
<div class="workplace">University of Duisburg-Essen</div>
<div class="duration">June 2024 - Present</div>
<div class="location">Cologne Bonn Region · Hybrid</div>
<ul class="responsibilities">
<li>Running Large Language Models (LLMs) on HPC clusters</li>
<li>Porting and optimizing AI applications for HPC architectures</li>
<li>Managing AI/ML workloads on HPC clusters</li>
<li>Teaching and training students on effective HPC cluster utilization</li>
<li>Deploying and managing NVIDIA NGC containers for GPU-accelerated high-performance computing and AI workloads</li>
</ul>
</div>
<div class="experience-item">
<div class="position">Scientific Computing Engineer (AI/HPC)</div>
<div class="workplace">Ecole centrale de Nantes</div>
<div class="duration">March 2023 - June 2024</div>
<div class="location">Nantes, Pays de la Loire, France · Hybrid</div>
<ul class="responsibilities">
<li>Assisting researchers with porting and optimising AI applications to HPC architectures</li>
<li>Handling AI/ML workloads on HPC</li>
<li>Educating and training students on the effective utilisation of HPC clusters</li>
<li>Contributing to the management of MesoNET HPC infrastructure</li>
</ul>
</div>
<div class="experience-item">
<div class="position">Research Assistant / Doctorant</div>
<div class="workplace">Université de Technologie de Troyes</div>
<div class="duration">October 2017 - November 2022</div>
<div class="location">Troyes, Grand Est, France</div>
<ul class="responsibilities">
<li>Research and Application of Machine Learning: Graph Neural Networks, Geometric Deep Learning, and Graph Signal Processing</li>
<li>Developed Attention-based GNNs inspired by Physics based Diffusion Models and Natural Language Processing</li>
<li>Worked with Convolutional Neural Nets, Natural Language Processing, Graph-structured data, Network Analysis, Agricultural, and Weather Monitoring Data</li>
</ul>
</div>
<div class="experience-item">
<div class="position">Machine Learning Engineer</div>
<div class="workplace">Logituit</div>
<div class="duration">February 2017 - July 2017</div>
<div class="location">Bengaluru Area, India</div>
<ul class="responsibilities">
<li>Classification of the pre-ictal and inter-ictal brain signals using Convolutional Neural Network</li>
</ul>
</div>
<div class="experience-item">
<div class="position">Intern</div>
<div class="workplace">National Institute of Technology, Srinagar</div>
<div class="duration">August 2016 - January 2017</div>
<div class="location">Srinagar, Jammu & Kashmir, India</div>
<ul class="responsibilities">
<li>Classification of fishes using Convolutional Neural Network</li>
</ul>
</div>
<div class="experience-item">
<div class="position">Intern</div>
<div class="workplace">Red Hat</div>
<div class="duration">January 2013 - February 2013</div>
<div class="location">Mumbai, Maharashtra, India</div>
<ul class="responsibilities">
<li>Red Hat Certified Engineer (RHCE) and Red Hat Certified System Administrator (RHCSA)</li>
</ul>
</div>
</section>
<section id="projects">
<h2>Projects</h2>
<div class="project-grid">
<div class="project-item">
<h3>GNN Visualization</h3>
<p>Interactive visualization tool for Graph Neural Networks, demonstrating network architectures and data flow.</p>
<div class="project-links">
<a href="https://github.com/mirjunaid26/gnn_visual" target="_blank" class="project-link">
<i class="fab fa-github"></i> View Project
</a>
</div>
<div class="project-tags">
<span class="tag">Graph Neural Networks</span>
<span class="tag">Visualization</span>
<span class="tag">Deep Learning</span>
</div>
</div>
<div class="project-item">
<h3>CNN Visualization</h3>
<p>Visualization framework for Convolutional Neural Networks, helping understand internal network operations and feature maps.</p>
<div class="project-links">
<a href="https://github.com/mirjunaid26/cnn_visual" target="_blank" class="project-link">
<i class="fab fa-github"></i> View Project
</a>
</div>
<div class="project-tags">
<span class="tag">CNN</span>
<span class="tag">Deep Learning</span>
<span class="tag">Visualization</span>
</div>
</div>
</div>
</section>
<section id="skills">
<h2>Technical Skills</h2>
<div class="skills-group">
<h3>Programming Languages</h3>
<ul>
<li>C++</li>
<li>Python</li>
<li>FORTRAN</li>
</ul>
</div>
<div class="skills-group">
<h3>HPC & Tools</h3>
<ul>
<li>MPI</li>
<li>OpenMP</li>
<li>Git</li>
<li>Linux</li>
</ul>
</div>
<div class="skills-group">
<h3>Areas of Expertise</h3>
<ul>
<li>High Performance Computing</li>
<li>Scientific Computing</li>
<li>Numerical Methods</li>
<li>Parallel Computing</li>
</ul>
</div>
</section>
<section id="education">
<h2>Education</h2>
<div class="education-item">
<div class="degree">Oxford Machine Learning Summer School (OxML 2022)</div>
<div class="institution">University of Oxford</div>
<div class="duration">June 2022 - August 2022</div>
<div class="details">
<ul>
<li>Statistical/probabilistic ML (Bayesian ML, causal inference, approximate inference, modeling uncertainty)</li>
<li>Advanced topics in representation learning (learning with little/no supervision, self-supervised learning, multi-modal representation learning)</li>
<li>Graph Neural Networks, Geometrical Deep Learning, Computer Vision, Knowledge graphs, Knowledge-aware ML</li>
<li>Applied ML in healthcare, drug discovery, and real-world settings (interpretability, ethics, ML Ops)</li>
</ul>
</div>
</div>
<div class="education-item">
<div class="degree">Master of Technology (M.Tech) in Computer Science and Engineering</div>
<div class="institution">Vellore Institute of Technology</div>
<div class="duration">2015 - 2017</div>
<div class="specialization">Specialization: Machine Learning and Deep Learning</div>
<div class="skills">
Key skills: Deep Learning, Natural Language Processing, Data Structures, Machine Learning, Python, C++, Databases, Algorithms
</div>
</div>
<div class="education-item">
<div class="degree">Bachelor of Technology (B.Tech) in Computer Engineering</div>
<div class="institution">Islamic University of Science & Technology, Pulwama</div>
<div class="duration">2010 - 2014</div>
<div class="activities">
<strong>Activities and Societies:</strong>
<ul>
<li>Student Member (Technocrats-For-Electronics-Computer-Interaction-Society-IUST)</li>
<li>Student Coordinator of ROBOMANIA-2013 organized by IIT Madras</li>
<li>Student Coordinator of National Network Security Championship-2013 organized by IIT Delhi</li>
</ul>
</div>
<div class="skills">
Key skills: HTML, Data Structures, Java, MATLAB, C/C++, Algorithms, Linux System Administration
</div>
</div>
</section>
</div>
</body>
</html>