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Aklilu-Mandefro/README.md

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👨‍💻 About Me

I'm a software engineer and researcher with 8+ years of experience in conducting research and building applications.

I enjoy exploring challenging problems, designing thoughtful solutions, and building software that is not only functional but also readable, maintainable, and scalable. I'm always looking forward to the next challenge, the next idea, and the next opportunity to learn.

🧠 My Philosophy

When I started programming, I thought software engineering was primarily about writing code. Experience taught me otherwise.

Great engineering isn't about writing more code. It's about solving the right problems in the right way.

Every solution I build is guided by three principles:

  • Correctness — Does it solve the actual problem?
  • Simplicity — Is it readable, understandable, and maintainable?
  • Scalability — Can it evolve as needs and challenges grow?

I believe the best engineers never stop learning. Our mistakes teach us, our challenges sharpen us, and our curiosity keeps us moving forward.

🌱 Beyond Code

I'm passionate about sharing knowledge, mentoring others, and learning from people whose experiences challenge my perspective. I believe empathy, communication, and collaboration are just as important as technical expertise.

That belief inspired me to establish Volunteer Tech®, an initiative dedicated to empowering marginalized youth through free professional skills training and opportunities to build a better future.

To me, technology is more than a profession. It's an opportunity to solve meaningful problems, empower people, and make a positive difference.


Build with purpose. Learn without limits. Leave a positive impact.

✨ Thanks for stopping by. Keep building, keep learning, and keep making a difference! 🌍



🤝 Stay Connected

Visit my website


🧑‍💻🔍 Coding & Research Stacks:

VS Code  JavaScript  React   NodeJS  Express  MongoDB  PHP 

HTML  CSS  Bootstrap  Jasmine  Jest  Django  PostgreSQL  Git  GitHub  Docker  AWS  MySQL  Microsoft SQL Server 


Python  R  Weka  MATLAB  SPSS  LaTeX  EndNote


📚🔍 Research Publications

  1. Ensemble machine learning for predicting academic performance in STEM education
  2. A Framework for Mobile Based Research Paper Recommendation in a Conference
  3. A Bio-Inspired Reward-Based Message Forwarding For Vehicular Social Network
  4. A model to determine factors affecting students academic performance: The case of Amhara region agency of competency, Ethiopia
  5. Comparing k-means and expectation maximization algorithm to cluster amharic noun terms

💛🔍 Research Interests

  • Artificial Intelligence
  • Knowledge Representation and Machine Learning
  • Software Engineering
  • Human-Computer Interaction
  • Information Retrieval
  • Data Mining

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  1. myPortfolio myPortfolio Public

    myPortfolio is a personal website that can be used by any Digital Professionals including Developers and Designers.

    CSS 19 8

  2. adminApp adminApp Public

    adminApp is an admin dashboard full-stack e-commerce application built with the MERN stack (MongoDB, Express.js, React, and Node.js).

    9 6

  3. chatCall chatCall Public

    chatCall is a full-stack application that allows you to send and/ receive instant message, audio and video calls.

    CSS 8 1

  4. askMe askMe Public

    askMe is a chatbot app that you can ask any type of questions in a specific area of expertise and deep dive into that so that you can master it by asking as many questions as you want.

    CSS 3 2