10 Academy profile site
Elias Andualem
Machine Learning Engineer
Addis Ababa, Ethiopia
Python, R, Java, Javascript, Dart, C#
Functional and Object Oriented Programming
MySQL, MongoDB, Cloud Firestore
SQL and NOSQl programming
TensorFlow, Keras, Scikitlearn
Machine Learning, NLP and Computer Vision
React, Flutter, Node, Express
Full stack web and mobile development
About me
Machine Learning Engineer with a Software Engineering background, a problem-solving mindset, analytical approach to tasks, and a strong interest in research, with experience in end-to-end Machine Learning and Deep Learning projects including data preparation and processing (Numpy, Pandas), visual analytics (Seaborn, Plotly), machine learning (Scikitlearn), building deep learning models (TensorFlow, Keras), and model deployment and maintenance.
Education
- Addis Ababa University (2015-2020)
BSc. Software Engineering
Courses taken:
Programming Related Courses:
Introduction to programming (Python)
Object-oriented Programming one (Java)
Object-oriented Programming two (C#)
Data Structure and Algorithms (Python)
Design Patterns (Python)
Software Engineering Related Courses:
Software Engineering one (Software Modeling and Analysis)
Software Engineering two (Software design, Verification, and validation)
Software Project Management,
Software Quality Assurance, and Testing
Computer System Related Courses:
System Programming (using a C programming language),
Operating Systems
Computer Architecture, and Organization
Distributed Systems Programming
FPGA Programming
Web application And Mobile Application Development Related Courses:
Fundamentals of Web Design and Development (HTML, CSS, JavaScript, PHP, MySQL)
Web Programming (Node, Angular Framework, MongoDB)
Mobile Programming (Android, Java)
Advanced Mobile Programming (Android, Java)
Database Related Courses
Fundamentals of databases (MySQL)
Advanced Database Management Systems (Oracle)
Security Related Courses
Fundamentals of IT Security
Advanced IT Security
Data Science related courses:
Big Data Modeling and Management System (R)
- 10 Academy (2021-present)
Data Engineering and Machine Learning Engineering
Skills Gained:
Business Understanding
Data Engineering
Data Analysis (Pandas, Numpy)
Dashboard & Visualization (Matplotlib, Seaborn, Plotly, and StreamLit)
Data pipelines for ETL (Kafka, Spark, and Airflow)
MLOps & Continuous Delivery (MLflow, CML, and Docker)
Modeling and evaluation (TensorFlow, Keras, and Scikitlearn)
Career Thinking
Collaboration, teamwork, and leadership
Community building
Work experience
Wheely, a research project to build an autonomous robot to pick up trash on the road, was one of the projects I was part of. The main characteristics of the robot are; traversing a given path, detecting waste on the road, and collecting and storing it in the storage unit at the rear. My main contribution to the project was:
I have built an arm controller for the robot in C++ and Python.
I was part of the team that implemented a computer vision module for robot perception using OpenCV in python.
- Infranet Technologies PLC (2020-2021)
Senior Software Engineer
To mention some of the projects I have worked on:
I have designed and developed new machine learning models for Ethiopian Languages including, a speech recognition model in Amharic, and an end-to-end translation model from Amharic to English, and vice versa using TensorFlow and Keras.
I was part of the team that developed a Telegram Client using React and React Native.
- Pivot Bio (2020-2021)
Data Engineer Intern
To mention some of the projects I have worked on:
Conducted ETL operations and created visualizations for large-scale datasets
Analyzed and interpreted data using statistical techniques
Collaborated with cross-functional teams to build scalable and efficient data infrastructure
Contributed to the development process in team meetings
Communicated insights to stakeholders through presentations and reports
Projects