Abraham Alemayehu Gebrelibanos

ABOUT ME Abraham Alemayehu Ge brelibanos Date of birth: 05/01/2002 Nationality: Ethiopian Gender: Male CONTACT  Bidyanagar, Mahura, Janla, Bhubaneswar, Odisha- Bhubaneswar, India (Home)   -  https://abalex12.github.io/  - (WhatsApp) (- portfolio/ Experienced Software Engineer with expertise in full-stack development, AI-driven applications, and data analytics. Proficient in Python, Django, Flask, and modern machine learning frameworks. Strong background in developing and deploying scalable web applications and AI models. Adept at solving complex problems, leading development teams, and delivering high-impact solutions in fast-paced environments. Passionate about leveraging technology for automation, optimization, and innovation. EDUCATION AND TRAINING 10/09/2022 – CURRENT Bhubaneswar, India Bachelor of Technology in Software Engineering C.v. Raman Global University Principal subjects covered (to list a few): • Software Development Life Cycle (SDLC) Machine Learning concepts and applications • DatabaseManagement (MySQL) Web Development (HTML, CSS, JavaScript) • Backend Development (Flask,Django) Data Structures and Algorithms • Operating Systems and Theory of Computation Address Bidyanagar, Mahura, Janla, Bhubaneswar, Odisha 752054, 752054, Bhubaneswar, India Website http://www.cgu-odisha.ac.in/ development and analysis Field of study Software and applications Final grade 9.37/10 Level in EQF EQF level 6 17/09/2017 – 15/06/2021 Gondar, Ethiopia High School Diploma Debre Selam High school • Completed comprehensive curriculum emphasizing critical thinking and problem-solving skills. • Achieved strong academic performance across all subjects. • Participated in extracurricular activities, demonstrating leadership and community involvement. Final grade 4/4 Level in EQF EQF level 5 LANGUAGE SKILLS MOTHER TONGUE(S): Amharic Other language(s): English Listening C2 Spoken production C1 Reading C1 Spoken interaction C1 Writing B2 Levels: A1 and A2: Basic user; B1 and B2: Independent user; C1 and C2: Proficient user WORK EXPERIENCE 02/08/2023 – CURRENT Remote, India Freelance & Contract-Based Self-Employed (Freelance Projects) • Designed, developed, and deployed web applications and AI-driven systems. • Implemented full-stack applications using Django, Flask, and JavaScript frameworks. • Built and optimized RESTful APIs for seamless data exchange. • Developed machine learning models, including a Brain Tumor Detection system using CNNs. • Managed database architecture using MySQL and PostgreSQL, ensuring efficient data storage and retrieval. • Deployed applications on cloud platforms like Render and AWS for scalability. • Collaborated with clients and small businesses to develop custom software solutions. Key Achievements: 1. Achieved 95% accuracy in a Brain Tumor Detection AI model. 2. Built a Sports Betting Prediction Model with 80% prediction accuracy. 1/3 3. Developed an Ethiopian-to-Gregorian Calendar Converter, benefiting 500+ users. 4. Optimized backend APIs to reduce response times by 40%. 06/08/2024 – 05/01/2025 Remote, India Backend developer TechEdge Systems Ltd. • Led the integration of a third-party payment gateway into the company’s e-commerce platform, enabling secure and seamless online transactions. • Worked closely with the frontend team to ensure smooth communication between the payment API and the user interface. • Implemented transaction error handling and logging mechanisms to improve payment reliability and troubleshooting. • Optimized API request and response times, reducing processing delays and ensuring a faster checkout experience. • Ensured compliance with financial security standards, including PCI-DSS, by implementing data encryption and secure authentication. Key Achievements: 1. Successfully implemented API-based payment processing, reducing transaction failures by 40%. 2. Enhanced system security by implementing OAuth 2.0 authentication and data encryption. 3. Reduced checkout processing time by 30%, improving user experience and increasing customer retention. 01/02/2022 – 15/07/2023 Addis Ababa, Ethiopia Application programmer Local Small Business • Developed a custom inventory management system to track stock and orders. • Designed and maintained secure databases, improving data accuracy. • Implemented role-based authentication for secure multi-user access. • Enhanced system performance by reducing data retrieval time by 30%. • Provided technical support and training for business owners. Key Achievements: 1. Reduced inventory discrepancies by 30%, increasing operational efficiency. 2. Delivered an automated stock-tracking system, reducing manual work. 3. Improved system adoption by providing a user-friendly dashboard. PROJECTS 08/2024 – CURRENT Brain Tumor Detection Using CNNs Objective: Designed and implemented a Convolutional Neural Network (CNN) to identify brain tumors in MRI images, aiming to support early and accurate diagnosis. Challenges: Dealt with limited labeled datasets and high class imbalance, which required the use of data augmentation and transfer learning techniques. Approach: • Utilized a pre-trained ResNet50 model for feature extraction. • Applied data preprocessing steps like image normalization and resizing. • Fine-tuned the model to achieve higher precision and recall rates. Impact: • Achieved an accuracy of 95% on the test set. • Deployed the model in a Flask-based web application, enabling users to upload MRI images and receive immediate results. • Shared the codebase publicly on GitHub to promote reproducibility and collaboration. Link https://github.com/abalex12/Brain-Tumor_Detection_app.git 04/2024 – 08/2024 Sports Betting Model Using Data Analytics Objective: Built a predictive model using machine learning to forecast football match outcomes based on historical data and live betting odds. Challenges: • Cleaning and preprocessing large historical datasets containing missing and inconsistent data. • Combining structured (statistics) and unstructured (text-based reports) data for feature engineering. Approach: • Used Random Forest Classifier for predictions, tuned hyperparameters to minimize overfitting. • Incorporated additional metrics such as player injuries and team form to refine predictions. Impact: • Achieved a predictive accuracy of 80%, outperforming traditional statistical methods. • Provided actionable insights for sports enthusiasts and bettors through a user-friendly dashboard. Link https://github.com/abalex12/FootBallPrediction.git 2/3 05/2024 – 07/2024 Ethiopian to Gregorian Calendar Converter Objective: Created a Flask-based application to convert dates between Ethiopian and Gregorian calendars. Challenges: • Handling leap years and ensuring alignment with historical date conversions. • Creating a simple yet efficient user interface for seamless date input/output. Approach: • Built algorithms for date conversion by mapping the unique rules of the Ethiopian calendar. • Deployed the application on Render for live usage. Impact: • Facilitated easy date conversions for researchers, historians, and Ethiopian diaspora communities. • Garnered over 500 active users within the first month of deployment. Links https://github.com/abalex12/EthiopianToGregorian-Calander-Convertor.git convertor-1.onrender.com/ https://ethiopiantogregorian-calander- ORGANISATIONAL SKILLS Leadership,Time management,Team collaboration,Fast learner • Leadership: Successfully led a team during group projects, including the development of a tumor detection system, coordinating tasks and ensuring timely completion. • Time management: Effectively balanced academic coursework, internships, and personal projects, meeting deadlines consistently. • Team collaboration: Organized and managed group coding sessions and project meetings to enhance productivity and align goals HONOURS AND AWARDS 01/11/2024 Google Google UX Design Certificate • Completed the Google UX Design course, awarded by Google. Link https://coursera.org/share/28b78146ada96b45d1cf9f3796ee0d90 09/2024 C.V Raman Global University IEEE Pitch Perfect Competition • First Place Winner (Group Project) Collaborated with a team to develop and present an innovative project idea 10/11/2024 IBM IBM Machine learning Certificate Completed Machine learning course, Awarded by IBM Link https://coursera.org/share/b2d6af2a4ac023fd091aa4cd8ee6c8f2 NETWORKS AND MEMBERSHIPS 09/2022 – CURRENT C.V. Raman Global University IEEE (Institute of Electrical and Electronics Engineers) Students club • Active member of the IEEE Student Branch at C.v. Raman Global University 3/3