MUS

MUHAMMAD UMER SHEIKH

const developer = { name: 'Muhammad Umer Sheikh' };
/**
* Passionate and results-driven Machine Learning researcher
* Experienced in developing AI-driven solutions
* Optimizing predictive analytics
* Leveraging generative AI techniques with RAG
*/
user@portfolio:~$

const About = () => {

const profile = {
name: 'Muhammad Umer Sheikh',
title: 'Machine Learning Researcher & Full Stack Developer',
email: 'iumerusman@gmail.com',
location: 'Abu Dhabi, UAE',
phone: '+971585595268',
linkedin: 'muhammadumersheikh',
objective: 'Passionate and results-driven Machine Learning researcher committed to advancing state-of-the-art technologies to address real-world challenges.'
};
function getExpertise() {
return [
'Machine Learning',
'Predictive Analytics',
'Generative AI',
'RAG',
'Full Stack Development'
];
}
};

import { Education } from './data';

msc-machine-learning.json
{
  "degree": "MSc Machine Learning",
  "institution": "Mohamed bin Zayed University of Artificial Intelligence",
  "location": "UAE",
  "period": "June 2025",
  "gpa": "3.72 CGPA",
  
  "description": "Specializing in advanced algorithm design, statistical modeling, large-scale data analysis, neural network architectures, and predictive analytics techniques.",
  "courses": [
    "Advanced Algorithms",
    "Data Structures",
    "Machine Learning",
    "Neural Networks",
    "Software Engineering"
  ]
}
bs-software-engineering.json
{
  "degree": "BS Software Engineering",
  "institution": "COMSATS University",
  "location": "Pakistan",
  "period": "2017 - 2021",
  "gpa": "3.77 CGPA",
  "achievement": "Gold Medalist",
  "description": "Specialized in object-oriented programming, software architecture, database management, and agile methodologies.",
  "courses": [
    "Advanced Algorithms",
    "Data Structures",
    "Machine Learning",
    "Neural Networks",
    "Software Engineering"
  ]
}

class Skills {

ai-&-machine-learning.ts
// AI & Machine Learning
const skills = {
  name: "AI & Machine Learning",
  proficiency: "Advanced",
  skills: [
    "Machine Learning",
    "Predictive Analytics",
    "Generative AI",
    "Retrieval-Augmented Generation (RAG)",
    "Online Agent Flow Modules",
    "Model Training & Fine-Tuning",
    "Data Preprocessing",
    "Large Language Models (LLMs)",
  ],
  yearsOfExperience: 6,
  currentlyLearning: true,
};

export default skills;
backend-development.ts
// Backend Development
const skills = {
  name: "Backend Development",
  proficiency: "Advanced",
  skills: [
    "Python Backend Development",
    "Flask Framework",
    "Node.js Backend Development",
    "Express.js Framework",
    "MySQL",
    "PostgreSQL",
    "MongoDB",
    "RESTful API Integration",
  ],
  yearsOfExperience: 5,
  currentlyLearning: true,
};

export default skills;
architecture-&-devops.ts
// Architecture & DevOps
const skills = {
  name: "Architecture & DevOps",
  proficiency: "Advanced",
  skills: [
    "MVC Architecture",
    "Microservices Architecture",
    "AWS",
    "Docker",
    "Scalability & Performance Optimization",
    "Caching Strategies",
    "Git Version Control",
    "API Security & Data Encryption",
  ],
  yearsOfExperience: 3,
  currentlyLearning: true,
};

export default skills;
soft-skills.ts
// Soft Skills
const skills = {
  name: "Soft Skills",
  proficiency: "Advanced",
  skills: [
    "Problem-Solving",
    "Teamwork",
    "Communication",
    "Project Management",
  ],
  yearsOfExperience: 5,
  currentlyLearning: true,
};

export default skills;
}

git log --author="Muhammad Umer Sheikh"

Teaching Assistant – AI701B

Mohamed bin Zayed University of Artificial Intelligence
Abu Dhabi, UAEAug 2024 - Dec 2024
user@portfolio:~$

AI Intern

Mindware Inc
Dubai, UAEMay 2024 - July 2024
user@portfolio:~$

Full Stack Developer

BXTrack Solutions
Rawalpindi, PakistanFeb 2021 - Aug 2023
user@portfolio:~$

Software Engineer

DeafTawk
Islamabad, PakistanJan 2020 - Jan 2021
user@portfolio:~$

Web Developer

Realty International
Thailand - RemoteMar 2017 - May 2018
user@portfolio:~$

Web Developer

Platinum City
USA - RemoteFeb 2016 - Feb 2017
user@portfolio:~$

const projects = [

climateai.tsx
// ClimateAI
import { useState, useEffect } from 'react';

interface ProjectProps {
  name: string;
  description: string;
}

const ClimateAI = ({ name, description }: ProjectProps) => {
  const [isLoading, setIsLoading] = useState(true);
  
  useEffect(() => {
    // Initialize project
    console.log("Project initialized:", name);
    setIsLoading(false);
  }, [name]);

  return (
    <div className="project-container">
      {!isLoading ? (
        <div>
          <h2>{name}</h2>
          <p>{description}</p>
        </div>
      ) : (
        <div>Loading project data...</div>
      )}
    </div>
  );
};

export default ClimateAI;
national-assembly-of-pakistan-website.tsx
// National Assembly of Pakistan Website
import { useState, useEffect } from 'react';

interface ProjectProps {
  name: string;
  description: string;
}

const NationalAssemblyofPakistanWebsite = ({ name, description }: ProjectProps) => {
  const [isLoading, setIsLoading] = useState(true);
  
  useEffect(() => {
    // Initialize project
    console.log("Project initialized:", name);
    setIsLoading(false);
  }, [name]);

  return (
    <div className="project-container">
      {!isLoading ? (
        <div>
          <h2>{name}</h2>
          <p>{description}</p>
        </div>
      ) : (
        <div>Loading project data...</div>
      )}
    </div>
  );
};

export default NationalAssemblyofPakistanWebsite;
phuket-property-management-website.php
<?php
/**
 * Phuket Property Management Website
 * 
 * The multi-vendor-based project aims to allow tourists to book property for rent, or have tours in Thailand. Being the lead developer, we have developed the web app in the LAMP stack. The business had a net income of $2.7 million during the fiscal year (2017-2018).
 */

class PhuketPropertyManagementWebsite {
  private $name;
  private $description;
  
  public function __construct($name, $description) {
    $this->name = $name;
    $this->description = $description;
    $this->initialize();
  }
  
  private function initialize() {
    // Project initialization logic
    echo "Project initialized: " . $this->name;
  }
  
  public function render() {
    return "<div class='project'>
      <h2>{$this->name}</h2>
      <p>{$this->description}</p>
    </div>";
  }
}

$project = new PhuketPropertyManagementWebsite("Phuket Property Management Website", "The multi-vendor-based project aims to allow tourists to book property for rent, or have tours in Thailand. Being the lead developer, we have developed the web app in the LAMP stack. The business had a net income of $2.7 million during the fiscal year (2017-2018).");
echo $project->render();
?>
markovoice.js
/**
 * MarkoVoice
 * 
 * Engineered an AI-driven voice messaging system utilizing the LAMP stack. Integrated Twilio for efficient message delivery and CentOS for system stability. Enabled dynamic upload and call initiation via user-friendly Excel file interface.
 */

class MarkoVoice {
  constructor(name, description) {
    this.name = name;
    this.description = description;
    this.initialize();
  }
  
  initialize() {
    // Project initialization logic
    console.log("Project initialized:", this.name);
  }
  
  render() {
    const container = document.createElement('div');
    container.className = 'project';
    
    const title = document.createElement('h2');
    title.textContent = this.name;
    
    const desc = document.createElement('p');
    desc.textContent = this.description;
    
    container.appendChild(title);
    container.appendChild(desc);
    
    return container;
  }
}

const project = new MarkoVoice("MarkoVoice", "Engineered an AI-driven voice messaging system utilizing the LAMP stack. Integrated Twilio for efficient message delivery and CentOS for system stability. Enabled dynamic upload and call initiation via user-friendly Excel file interface.");
document.body.appendChild(project.render());
];

import { Publications } from './research';

bird-whisperer.md
# Bird Whisperer

## Authors
Sheikh, Muhammad Umer, et al.

## Conference
In Proceedings of INTERSPEECH 2024

## Link
[View Publication](https://www.isca-archive.org/interspeech_2024/sheikh24_interspeech.html)

## Abstract
This publication explores innovative approaches in the field, contributing to the advancement of knowledge and practical applications. The research methodology combines theoretical frameworks with empirical data to derive meaningful insights.

## Keywords
machine learning, artificial intelligence, research, innovation

const achievements = JSON.parse('./achievements.json');

tammathon-2025.json
{
  "achievement": "TAMMathon 2025",
  "description": "1st Prize winner in an AI Kaggle-style competition focused on developing innovative AI solutions.",
  "date": "2025",
  "type": "competition",
  "position": "1st Place",
  "skills": [
    "artificial intelligence",
    "machine learning",
    "problem solving",
    "teamwork"
  ],
  "impact": "Demonstrated expertise in developing innovative AI solutions for real-world challenges."
}
the-environment-abu-dhabi-hackathon.json
{
  "achievement": "The Environment Abu Dhabi Hackathon",
  "description": "1st Prize winner for building AI-driven solutions to tackle real-world environmental and sustainability challenges.",
  "date": "2025",
  "type": "competition",
  "position": "1st Place",
  "skills": [
    "artificial intelligence",
    "machine learning",
    "problem solving",
    "teamwork"
  ],
  "impact": "Demonstrated expertise in developing innovative AI solutions for real-world challenges."
}

const certifications = [

What is Data Science

IBM (coursera)

Jan 2020

Scrum Certification Prep +Scrum Master+ Agile Scrum Training

Udemy

Jul 2021

Learning React.js

LinkedIn

Jul 2020

Intro to Node JS & Express

Udemy

Apr 2020

PHP

Sololearn

Aug 2019

HTML, CSS, and Javascript for Web Developers

John Hopkins University (coursera)

Jun 2019

];