Welcome to my Portfolio

Hi! I'm Mohamedalfateh 👋🏽

Researcher & Applied Data Scientist

I'm passionate about creating innovative AI-based software solutions and bringing ideas to life through code.

Profile photo of Mohamed Alfatih

About Me

Just a passionate problem-solver from Sudan who loves AI, computer vision, and creating impactful solutions. I always knew I wanted to make a difference, but I didn’t know how. From my academic journey in Control Engineering to developing AI models like a kidney classification system, my path has been about utilizing AI technology to make Africa GREAT! I’m currently interested in TinyML and its potential for transforming computer vision applications.

Data Analysis

My journey into AI began with a deep passion for data. I thrive on exploring complex datasets, uncovering patterns, and extracting actionable insights. I’ve performed in-depth analysis on over 27 datasets, facilitating both feature engineering and model selection, ensuring data-driven decisions are always at the core of my projects.

ML Algorithms

With hands-on experience building over 14 custom machine learning models (excluding deep learning), I specialize in solving real-world problems—particularly in computer vision. I enjoy transforming abstract concepts into concrete, measurable results through carefully engineered models and well-tuned pipelines.

Deployment

For me, building high-performing algorithms is only part of the challenge—deploying them into the real world is where the real impact happens. I’ve deployed multiple ML models as production-ready applications, ensuring they are scalable, reliable, and user-accessible through APIs and web interfaces.

Skills

Programming Languages

  • Python
    95%
  • C
    85%
  • JavaScript
    70%
  • Bash
    70%
  • SQL
    80%
  • HTML
    55%
  • CSS
    55%

Data Science & ML

  • ML Algorithms
    85%
  • Neural Networks
    85%
  • Data Analysis
    90%
  • Deployment
    85%
  • TensorFlow
    85%

Web Development

  • React.js
    65%
  • Node.js
    60%
  • RESTful APIs
    85%
  • MongoDB
    70%
  • Nginx
    75%
  • Gunicorn
    70%

Tools & Technologies

  • Git & GitHub
    90%
  • Docker
    75%
  • AWS
    65%

Experience

Research Scholar

Osmaniye Korkut Ata University | Samsun, Türkiye Apr 2025 – Present

Fully funded by The Scientific and Technological Research Council of Turkey (TÜBİTAK 1001 Project)

  • Investigated device heterogeneity in RSSI-based Indoor Positioning using the TUJI1 dataset; developed a CNN-LSTM framework reducing 3D positioning errors to 2.20 m and improving cross-device robustness by 0.17 m (accepted in IEEE Access, minor revisions, under resubmission).
  • Led the ML component of TÜBİTAK 1001 project on wireless node topology and live location detection under earthquake debris; designed algorithms that improved detection accuracy by 2.4% and optimized node topology for disaster scenarios (ongoing).
Python Data Analysis Machine Learning Neural Networks TensorFlow Git & GitHub Wireless Signal Processing Algorithm Design & Optimization Research & Experimentation Technical Reporting

Teaching Assistant – Online Education

Alneelain University | Khartoum, Sudan Nov 2022 – Feb 2025

Delivered virtual instruction in Electrical & Electronic Engineering to undergraduate students, utilizing innovative methods to ensure engagement and comprehension.

  • Conducted over 28 online classes, each engaging more than 35 students across various engineering topics.
  • Applied advanced pedagogical strategies to enhance student participation in virtual environments.
  • Collaborated on course material development and curriculum improvement with faculty members.
Teaching Online Learning Platforms Curriculum Development Student Engagement

Teaching Assistant

Alneelain University | Khartoum, Sudan Nov 2017 – Sep 2018

Delivered practical instruction in robotics and microcontrollers, guiding student project development and ensuring academic excellence in embedded systems education.

  • Implemented and managed both software and hardware-based robotics classes, mentoring over 80 students.
  • Supervised and evaluated 9 microcontroller-based projects, achieving a 95% student project success rate.
  • Delivered academic support across three additional electrical and computer engineering courses.
Robotics Microcontrollers Instruction Project Evaluation

Teaching Assistant

University of Medical Science & Technology | Khartoum, Sudan Feb 2018 – Sep 2018

Supported engineering education through lecture preparation, student mentoring, and supplemental instruction in PLC and SCADA systems.

  • Assisted in developing lectures, quizzes, and academic activities across 4 subjects for 3 student batches.
  • Mentored over 10 students during their final-year graduation projects.
  • Led 3 advanced PLC & SCADA application sessions, enhancing lab performance and achieving a 92.6% student success rate.
PLC SCADA Mentorship Curriculum Support

Professional Development & Internships

Research Assistant

AGH University of Science and Technology | Krakow, Poland Aug 2025 – Present

Funded by Erasmus+ Internship Program

  • Designed and executed experiments and simulations, validating methods that improved video streaming quality by 1.9%, contributing to more efficient and reliable multimedia performance.
  • Analyzed underwater imaging enhancement results and produced comprehensive discussion reports, synthesizing findings to guide further research and development.
Experiment Design & Simulation Video Streaming Optimization Data Analysis Imaging Enhancement Reporting & Scientific Communication Research Synthesis & R&D Guidance

M2L AI Summer School 2025

University of Split | Split, Croatia 8 - 12 Sep 2025

Selected participant (18% acceptance rate), fully funded, in an intensive international program on cutting-edge machine learning research sponsored by Google DeepMind.

  • Attended 22 hours of lectures and 10 hours of workshops by leading AI experts, plus 4 hours of discussions on computer vision and applied deep learning.
  • Focused on generative/diffusion models, reinforcement learning, and ethics in machine learning.
  • Strengthened research perspective at the intersection of academia and industry through technical labs, poster sessions, and panel discussions.
Python Data Analysis PyTorch Agentic AI Transformers Diffusion Models Git & GitHub

Volunteer Work

Community Supporter

UNDP Istanbul Aug 2024 – Nov 2024
  • Hosted and moderated 14 online sessions, ensuring attendance.
  • Sent timely reminders and follow-up emails.
  • Provided guidance and direction to students during the Machine Learning BootCamp program.

Python Instructor

UNDP Istanbul Sep 2024 – Oct 2024
  • Delivered 4 comprehensive online sessions on Databases and Search Engine Implementation for more than 60 students.
  • Reviewed and provided detailed feedback on students' assignments to facilitate learning and improvement.
  • Mentored students to deepen their understanding of complex technical concepts.

Education

Ph.D. Degree

Electrical & Electronic Engineering

Ondokuz Mayis University

Samsun, Türkiye

Sep 2024 – Present
GPA: 3.93/4.0
Fully funded by Turkish Government Scholarship
Master's Degree

Electrical & Electronic Engineering

Istanbul University-Cerrahpaşa

Istanbul, Türkiye

Sep 2019 – Jun 2022
GPA: 3.38/4.0
Fully funded by Turkish Government Scholarship
Bachelor's Degree

Electronic Engineering (Control)

Alneelain University

Khartoum, Sudan

Sep 2012 – Oct 2017
Highest GPA in class: 83.67%
Best Project Award for hardware-based PLC/SCADA graduation project
Master's degree Excellence Scholarship

Languages

Arabic

Native

Mother language

100%

English

C1 Level

CEFR

93%

Erasmus+ English exam

Turkish

C1 Level

Istanbul University Turkish proficiency test

82%

Proficiency test score