● Available for opportunities

Data Scientist
& Backend
Developer

Certified Data Scientist from AAIT with 1+ year of experience building NLP systems, ML models, and scalable Node.js APIs. Currently pursuing M.Sc. in Computer Science.

🧠 NLP ⚙️ Machine Learning 🗄️ Big Data 🚀 Node.js 🔗 Express.js
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Certified Data Scientist
Edna — Data Scientist
1+
Year Experience
Who I Am
Bridging Data Intelligence
& Backend Engineering

I'm a Data Scientist and Backend Developer based in Addis Ababa, Ethiopia. With a deep passion for data and systems, I bring analytical rigor and problem-solving skills to every project I tackle.

My journey into tech started with a fascination for how data tells stories and how backend systems make those stories accessible. I'm a certified Data Scientist from AAIT and am currently pursuing my Master's in Computer Science.

When I'm not coding or building ML models, I'm exploring new technologies, contributing to open source, and sharing knowledge with the tech community. I believe the best solutions come from combining technical expertise with genuine curiosity and empathy.

Expertise
Technical Skills
🧠 Data Science & ML
NLP Machine Learning Deep Learning TensorFlow Scikit-learn NLTK spaCy LSTM Transformers Pandas NumPy Matplotlib
⚡ Backend Development
Node.js Express.js REST APIs MongoDB PostgreSQL MySQL JWT Auth OAuth Microservices
🗄️ Big Data & Cloud
ETL Pipelines Data Ingestion Batch Processing Docker AWS Basics GCP Basics CI/CD
🛠️ Tools & Workflow
Git & GitHub Jest GitHub Actions Agile / Scrum Python JavaScript Jupyter
Portfolio
Featured Projects
🗣️
Amharic NLP Sentiment Analysis
Deep learning model using LSTM and transformer-based architectures for Amharic text sentiment classification. Deployed via Node.js Express API with real-time inference endpoint. Achieved 87%+ accuracy on test data.
PythonLSTMTransformersNode.jsNLP
🔄
Big Data Processing Pipeline
End-to-end data pipeline to ingest, transform, and analyze large datasets using Python and batch processing. Reduced data processing time by 60% through parallelization and optimized query design.
PythonETLPandasBatch Processing
⚡
RESTful API Backend Platform
Full-featured backend architecture with Node.js/Express, JWT authentication, role-based access control, MongoDB integration, and automated testing via Jest + CI/CD with GitHub Actions.
Node.jsExpressMongoDBJWTJest
🤖
ML Classification System
Machine learning classification pipeline using Random Forest and SVM algorithms on real-world datasets. Includes feature engineering, cross-validation, hyperparameter tuning, and model deployment.
Scikit-learnRandom ForestSVMPython
Background
Experience & Education
2023 – 2024
Data Scientist & Backend Developer
Tech Organization — Addis Ababa, Ethiopia
  • Designed and deployed NLP models for Amharic & English text classification
  • Built RESTful APIs using Node.js/Express serving 1,000+ daily active users
  • Developed ETL pipelines to process large-scale structured & unstructured data
  • Applied ML algorithms (Random Forest, SVM, LSTM) to solve business problems
  • Integrated MongoDB & PostgreSQL with backend services
In Progress
M.Sc. Computer Science
American College of Technology
  • Advanced coursework in algorithms, AI, distributed systems, and data engineering
Completed
Certified Data Scientist
Addis Ababa Institute of Technology (AAIT)
  • Comprehensive training in ML, NLP, data analysis, and model deployment
Completed
B.Sc. Construction Technology Management
Addis Ababa University
  • Strong foundation in analytical thinking, project management, and systems engineering
Let's Connect
Open to New Opportunities

Whether you're looking for a Data Scientist, Backend Developer, or both — I'm open to discussing exciting projects and full-time roles.

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