Indalu Kelbesa
Abu Dhabi,United Arab Emirates
Summary
Detail-oriented professional with expertise in Python, and Java development, alongside proficiency in JavaScript frameworks including React and Node.js. Experienced in network security, with a solid foundation in TCP/IP networking. Proficient in version control systems like Git, delivering innovative solutions efficiently. Strong analytical and problem-solving skills, with a proven ability to collaborate effectively in team settings and meet project deadlines.
Overview
3
3
years of post-secondary education
Work history
Machine Learning Engineer
Diamond Price Prediction Web App
07.2025 - 08.2025
- Built and deployed machine learning web app that predicts diamond prices using linear, Lasso, Ridge, and ElasticNet regression techniques.
- Performed feature engineering, EDA, outlier handling, and cross-validation on 50K+ entry dataset from Kaggle.
- Built interactive interface with ReactJs where users input diamond characteristics and view predictions with visualizations.
- Achieved MAE of $420 and R² score of 0.92 on test set.
Full-Stack ML Engineer
AutoML Regression Studio
07.2025 - 08.2025
- Designed and developed a customizable machine learning web platform enabling users to upload any dataset, train regression models, and make predictions interactively.
- Built with React (MUI) frontend and Flask backend using scikit-learn for modeling and preprocessing.
- Implemented auto-detection of data schema, model comparison tools, interactive visualizations, and batch prediction downloads.
- Enabled support for multiple regression techniques with user-configurable hyperparameters.
- Fully deployed on Railway + Vercel.
Job preparation helper chrome extension
06.2025 - 08.2025
- It scrapes any available job on LinkedIn or any job portal.
- Generates a perfect cover letter that suits the job description.
- It generates mock job interviews that suit the job description.
- Polish your resume at your fingerprint, view skill gaps and market trends of that job.
Email Copilot chrome extension
04.2025 - 08.2025
- Send instant appropriate email reply by understanding the content of the sent email.
- Email composing right in your email writing area.
- Delete, label, move and organize your email using voice or text prompt.
Education
Bachelor of Science - Software Engineering
Abu Dhabi University
Abu Dhabi 01.2023 - 08.2025
Skills
- Python and Java development
- JavaScript frameworks
- HTML and CSS
- React and Nodejs
- TCP/IP networking
- Routing and switching
- Network security practices
- Version control with Git
- Analytical thinking skills
- Problem-solving abilities
- Team collaboration
- Time management expertise
Languages
English
Proficient (C2)
Afan Oromo
Native
Amharic
Native
Affiliations
- Playing Tennis
- Football
- Open source contribution
References
References available upon request.
Timeline
Machine Learning Engineer
Diamond Price Prediction Web App
07.2025 - 08.2025
Full-Stack ML Engineer
AutoML Regression Studio
07.2025 - 08.2025
Job preparation helper chrome extension
06.2025 - 08.2025
Email Copilot chrome extension
04.2025 - 08.2025
Bachelor of Science - Software Engineering
Abu Dhabi University
01.2023 - 08.2025
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