Guta Tesema Tufa

Researcher | Data Scientist | Machine Learning Engineer

Messina ME, IT.

About

Highly accomplished Computer Engineer with over seven years of academic research and teaching experience, specializing in Data Science, Machine Learning, and Artificial Intelligence. Currently advancing biomedical engineering through deep learning model development for surface EMG-based upper limb movement control. Possesses a strong foundation in theoretical and scientific data science, poised to contribute innovative solutions in challenging research and development environments.

Work

University of Messina

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Researcher

Messina ME, Sicily, Italy

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Summary

Led a funded research project focused on developing advanced deep learning models for precise upper limb movement control using surface electromyographic (sEMG) signals.

Highlights

Led a funded research project to develop advanced deep learning (DL) models for upper limb movement control using surface electromyographic (sEMG) signals.

Designed and implemented innovative DL architectures, contributing to the advancement of biomedical engineering and rehabilitation systems.

Optimized sEMG data processing pipelines, improving model accuracy and real-time performance for critical applications.

Adama Science and Technology University

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Lecturer

Adama, Oromia, Ethiopia

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Summary

Contributed to the computer science and engineering department through teaching, research, student mentorship, and active participation in academic program development.

Highlights

Developed and delivered a diverse curriculum across 5+ computer science and engineering courses, including Mobile Computing and Embedded Systems, to undergraduate students.

Engaged in active research, publishing multiple papers in reputable journals and conferences, significantly contributing to academic knowledge.

Mentored and supervised over 15 undergraduate students on research projects, fostering their technical skills and academic growth.

Contributed to departmental initiatives, enhancing academic programs and curriculum development to meet evolving industry demands.

Arba Minch University

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Lecturer

Arba Minch, SNNPR, Ethiopia

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Summary

Provided over five years of dedicated academic instruction, research, and student mentorship across diverse electrical and computer engineering disciplines.

Highlights

Taught a broad range of 10+ undergraduate courses in electrical and computer engineering over 5.5 years, impacting hundreds of students.

Conducted impactful research in AI, deep learning, NLP, and health monitoring systems, resulting in multiple publications and project collaborations.

Provided academic guidance and mentorship to students, supporting their career development and successful project completion.

Collaborated with colleagues on 3+ research projects and grant proposals, securing vital resources for academic initiatives.

Education

Addis Ababa University

Addis Ababa, Addis Ababa, Ethiopia
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Master of Science Computer Engineering Grade:

Arba Minch University

Arba Minch, SNNPR, Ethiopia
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Bachelor of Science Electrical and Computer Engineering Grade:

Publications

Deep Learning-Enabled Skin Disease Diagnosis: A Systematic Review of Techniques and Trends

Scientific Reports (Under Review)

Conducted a systematic review of deep learning techniques and trends for skin disease diagnosis.

Efficient Skin Disease Classification Using Attention-Enhanced CNN-Transformer Fusion

Scientific Reports (Under Review)

Developed an efficient skin disease classification method using attention-enhanced CNN-Transformer fusion.

Depth-wise Separable Deep Networks with Late Fusion Strategies for Automated Skin Disease Classification

Scientific Reports (Under Review)

Proposed depth-wise separable deep networks with late fusion strategies for automated skin disease classification.

Innovative Solutions for Enhanced E-commerce Recommendation Systems: A Deep Learning Approach to Personalization, Diversity, and Real- Time Adaptability

Scientific Reports (Under Review)

Explored innovative deep learning solutions for enhanced e-commerce recommendation systems, focusing on personalization, diversity, and real-time adaptability.

Examine the Impact of Normalizing and Using Amharic Informal Opinionated Features in Sentiment Analysis

Explored the impact of normalizing and utilizing Amharic informal opinionated features for sentiment analysis.

Sputum smears quality inspection using an ensemble feature extraction approach.

Investigated sputum smear quality inspection through an ensemble feature extraction approach.

Acceleration of Deep Neural Network Training Using Field Programmable Gate Arrays

Authored research on accelerating deep neural network training using Field Programmable Gate Arrays.

Design and implementation of heart beat monitoring using PIC microcontroller

Contributed to the design and implementation of a heart beat monitoring system utilizing a PIC microcontroller.

Languages

Afaan Oromo

English

Amharic

Certificates

Certificate in Getting Started with Deep Stream for Video Analytics on Jetson Nano

NVIDIA Deep Learning Institute

Certificate in Data Scientist Career Guide and Interview Preparation

IBM

Certificate in AWS for Beginners

Great Learning

Certificate in Getting Started with Git and GitHub

IBM

Certificate in Introduction to Web Development with HTML, CSS, JavaScript

IBM

Certificate in Introduction to Software Engineering

IBM

Certificate in Getting Started with AI on Jetson Nano

NVIDIA Deep Learning Institute

Professional Certificate in IBM Data Science

IBM

Certificate in Machine Learning with Python

IBM

Certificate in What Is Data Science?

IBM

Certificate in Tools for Data Science

IBM

Certificate in Data Science Methodology

IBM

Certificate in Python Project for Data Science

IBM

Certificate in Python for Data Science, AI & Development

IBM

Certificate in Data Analysis with Python

IBM

Certificate in Python Project for Data Engineering

IBM

Certificate in Databases and SQL for Data Science with Python

IBM

Certificate in Applied Data Science Capstone

IBM

Certificate in Data Visualization with Python

IBM

Certificate in Hands-on Introduction to Linux Commands and Shell Scripting

IBM

Certificate in Data Visualization and Dashboards with Excel and Cognos

IBM

Certificate in Machine Learning

Stanford University

Certificate in Introduction to Cloud Computing

IBM

Certificate in CCNA R&S Connective Network

Arba Minch University

Certificate in Routing and Switching Essentials

Arba Minch University

Certificate in CCNA R&S Scaling Network

Arba Minch University

Certificate in CCNA R&S Introduction to Network

Arba Minch University

Certificate in Instruction Skill Training

Arba Minch University

Skills

Programming Languages

Python, C++, PHP, HTML, JavaScript, CSS, MySQL.

Data Science & Machine Learning

Deep Learning, Machine Learning, Data Science, Artificial Intelligence (AI), Natural Language Processing (NLP), Data Analysis, Data Visualization, SQL, Databases.

Cloud & Development Tools

Cloud Computing (AWS, IBM Cloud), Git, GitHub, Linux Commands, Shell Scripting, Software Engineering.

Hardware & Embedded Systems

Embedded Systems, Robotics, PIC Microcontroller, Jetson Nano, Video Analytics.

Biomedical Applications

Surface Electromyography (sEMG), Health Monitoring Systems, Heart Rate Monitoring, Oxygen Level (SpO2), Blood Pressure (BP), Rehabilitation Systems.

Research & Academic Skills

Academic Mentorship, Curriculum Development, Research Project Management, Grant Proposals, Scientific Publication, Peer Review.

Productivity Tools

Microsoft Word, Excel, PowerPoint, Access, Outlook.

Interests

Hobbies

Reading (books, scientific papers, newspapers), Sports, Nature admiration.

Projects

Development of Machine Learning Models for Upper Limb Movement Control

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Summary

As a Researcher, led a funded research grant project focusing on applying machine learning and EMG signal processing to develop rehabilitation systems.

Afaan Oromoo Hateful Memes Detection on Social Media

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Summary

Collaborated as a co-author on a research project funded by Adama Science and Technology University (ASTU), focusing on the application of Artificial Neural Networks for hateful meme detection.

Health Monitoring System Development

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Summary

Served as a Principal Investigator (PI) for a research project funded by Arba Minch University (AMU), focusing on developing a comprehensive health monitoring system.