Hi,
I'm Bereket Lemma
CS student at Whitworth University

About Me

About Me

I'm a third-year Computer Science student at Whitworth University, passionate about Full Stack Development and Machine Learning Engineering.

I love building things that solves real world problems, and I’m always on the lookout for ways to push my skills and learn something new.

I've grown up assisting people around me, which has helped me become a good collaborator when it comes to working in a team.
I believe in supporting others, learning more about their perspectives, and growing, both personally and professionally.

I'm currently looking for a Software Engineering Internship for Summer 2025, where I can contribute my skills and learn from experienced professionals.

Feel free to reach out to me if you have any questions or just want to chat. I'm always open to new opportunities and connections.

     

Projects

Projects been working on....

NoteLog

Developed NoteLog for client, a scalable note management platform replacing a sticky note system, supporting 200+ employees with a web app for efficient task tracking.

Built a secure MERN backend with JWT authentication, enabling CRUD operations and reducing unauthorized access incidents by 90%, while improving average response time by 40% through optimized database queries.

Deployed to AWS using Docker, ensuring scalability and 99.9% uptime, with features like rapid access removal, weekly login enforcement, and seamless mobile responsiveness for improved user experience.

github Link

Music Genre Classifier

Developed a music genre classifier by extracting audio features using Librosa, Pandas, and Scikit-learn achieving 83% accuracy after 100 epochs.

Optimized model performance with XGBoost (Training: 99.92%, Testing: 91.59%) and CNN models (Validation Accuracy: 92.89%) through Machine learning techniques leveraging Keras and TensorFlow.

github Link

Navigate City

Developed a user-friendly web application, NavigateCity, designed to help users explore cities by providing detailed information on over 25,000 attractions worldwide.

Leveraged Python 3, the Flask framework, and the Bard API to build the backend and AI capabilities, integrating MySQL for data management.

github Link

Skills

Skills I have gained so far....

Programming Languages

Python C# JavaScript C++ SQL Dart

Frameworks

React Node.js Express Flask Flutter selenium

Databases

MySQL MongoDB SQLite

Tools

Git Docker AWS Microsoft Intune Android Studio

Machine Learning

Librosa Pandas Scikit-learn TensorFlow Keras XGBoost

Experience

Experience I have gained so far....

Washington Trust Bank-Engineering Intern

Provisioned and managed user accounts, permissions, and group policies within Active Directory, supporting the company transition to Microsoft Surface Devices and reducing access issues by 25%

Configured and maintained RSA SecurID, Microsoft Intune, and Jira, improving user authentication processes and endpoint management for 500+ devices, boosting operational efficiency by 15%.

Provided IT hardware support, including installation, assembly, and troubleshooting of over 300 devices, reducing downtime by 30% and improving support ticket resolution time by 20%.

Hewitt Learning-Software Engineering Co-op

Led a team of 10+ developers and designers to build a full-stack educational game using JavaScript, Flask, and SQLAlchemy, delivering the project within 7 days and boosting overall team efficiency by 35% through streamlined communication and task management.

Engineered a SQL database that reduced data retrieval latency by 40%, seamlessly integrated with the Flask backend, and supported 50+ user interactions during testing.

Teaching Assistant-Whitworth University

Assisted the professor in teaching 30 undergraduate students in database management, providing support in grading.

Contact

Let's connect and build something together...