Tesfahun Nurrie Mengestie
Lecturer in Computer Science | AI/NLP Researcher
Bahir Dar, ET.About
Highly passionate and accomplished Computer Science Lecturer and AI Researcher with expertise in Natural Language Processing (NLP), Large Language Models (LLMs), Deep Learning, and Image Processing. Proven ability to conduct advanced research, develop innovative AI solutions, and strengthen machine understanding, decision-making, and human-AI interaction across diverse applications. Committed to expanding expertise, contributing impactful insights, and guiding students in cutting-edge technology.
Work
Bahir Dar Institute of Technology, Bahir Dar University
|Vice Dean for Faculty of Freshmen
Bahir Dar, Amhara, Ethiopia
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Summary
Served as Vice Dean for the faculty of freshmen at Bahir Dar University, overseeing academic and administrative functions to ensure a successful start for new students.
Highlights
Oversaw academic and administrative operations for the freshman faculty, ensuring a smooth transition and successful academic integration for new students.
Implemented strategic programs and policies designed to support freshman success, leading to improved retention rates and academic performance.
Collaborated effectively with university leadership to enhance the overall freshman experience and proactively address student needs.
Bahir Dar Institute of Technology, Bahir Dar University
|Lecturer in Computer Science
Bahir Dar, Amhara, Ethiopia
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Summary
Leads academic instruction and research initiatives in computer science, focusing on advanced AI methodologies and curriculum development at Bahir Dar Institute of Technology.
Highlights
Conducted impactful research in AI, NLP, LLMs, Deep Learning, and Image Processing, contributing to academic publications and advancing institutional knowledge.
Delivered comprehensive programming and computer science courses, preparing numerous students for careers in cutting-edge technology fields.
Developed and implemented dynamic lesson plans, assignments, and assessments, fostering a robust learning environment and ensuring student comprehension.
Mentored and guided students on laboratory exercises and capstone projects, enhancing practical skills and facilitating successful project completion.
Spearheaded curriculum updates to integrate emerging technology trends, including AI and machine learning, ensuring program relevance and student competitiveness.
Bahir Dar Institute of Technology, Bahir Dar University
|Project Leader, Community Based Health Insurance Management System
Bahir Dar, Amhara, Ethiopia
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Summary
Directed the development and implementation of a community-based health insurance management system project, overseeing its successful deployment to enhance community health services.
Highlights
Directed the 'Community based health insurance management system' project, ensuring successful development and deployment to improve healthcare access for local communities.
Managed project timelines, resources, and stakeholder communications, achieving key milestones within the specified timeframe and budget.
Collaborated with community stakeholders to define system requirements and ensure alignment with local health insurance needs, enhancing user adoption.
Bahir Dar Institute of Technology, Bahir Dar University
|Emerging Technology Coordinator for Faculty of Computing
Bahir Dar, Amhara, Ethiopia
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Summary
Coordinated emerging technology initiatives for the Faculty of Computing, driving strategic adoption and integration of cutting-edge advancements to enhance departmental innovation.
Highlights
Led the strategic coordination of emerging technology initiatives within the Faculty of Computing, enhancing departmental innovation and future readiness.
Facilitated the integration of new technological advancements into curriculum and research, benefiting faculty and student engagement across multiple programs.
Collaborated with faculty members to identify and implement key emerging technologies, improving research capabilities and educational offerings.
Wolkite University
|Lecturer in Computer Science
Wolkite, Southern Nations, Nationalities, and Peoples' Region, Ethiopia
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Summary
Provided rigorous instruction and mentorship in computer science, contributing to academic research and student development at Wolkite University.
Highlights
Engaged in active research, seminar presentations, and project development, contributing to the academic community and expanding institutional expertise.
Taught diverse programming and computer science courses, impacting the foundational knowledge of numerous students.
Designed and prepared effective lessons, assignments, and assessments, ensuring comprehensive learning outcomes for students.
Provided essential guidance and support to students in laboratory sessions and academic projects, fostering practical application of theoretical concepts.
Volunteer
Amhara Regional State Higher Supreme Cohort
|Network Engineer
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Summary
Configured and troubleshooted networks for the Amhara regional state Higher Supreme cohort, ensuring robust connectivity and reliable operations.
Highlights
Executed critical network configuration and troubleshooting tasks, guaranteeing reliable connectivity for the cohort's operations.
Resolved network issues efficiently, minimizing downtime and supporting uninterrupted academic and administrative processes.
Awarded a certificate for successful completion of this high-impact community service project.
Shumabo Health Center
|IT Support Specialist & Trainer
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Summary
Provided comprehensive IT support and training to Shumabo Health Center, enhancing their technological capabilities and ensuring smooth system operation.
Highlights
Delivered essential IT support and training, improving the operational efficiency and digital literacy of health center staff.
Ensured smooth functioning of IT systems critical for healthcare service delivery, contributing to uninterrupted patient care.
Awarded a certificate for successful completion of this vital community service initiative.
Bahir Dar City Health Department
|IT Specialist & Systems Customization
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Summary
Performed network installation, system customization, and computer maintenance for the Bahir Dar City Health Department, optimizing their IT infrastructure.
Highlights
Managed network installation and system customization, optimizing IT infrastructure for the health department's operational efficiency.
Provided essential computer maintenance services, ensuring the longevity and performance of critical systems.
Awarded a certificate for successful completion of this comprehensive community service initiative.
Bahir Dar Poly Techniques College
|LMS Developer
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Summary
Developed an online learning management system to enhance educational delivery for Bahir Dar Poly Techniques College, improving access to resources for students and faculty.
Highlights
Designed and implemented an online learning management system, significantly improving access to educational resources for students and faculty.
Contributed to the digital transformation of the college's learning environment, enhancing remote learning capabilities.
Awarded a certificate for successful completion of this impactful community service project.
Awards
E-learning Management System Trainer Award
Awarded By
Wolkite University
Awarded certificate of appreciation for serving as a dedicated trainer for the Wolkite University E-learning Management System.
E-learning Management System Customization and Administration
Awarded By
Wolkite University
Awarded certificate of appreciation for significant contributions to the customization and administration of the Wolkite University E-learning Management System.
Publications
Preparation of a High-Quality Parallel Corpora Dataset for Low-Resource Bi-Directional Amharic-Khimtagne to Enhance Machine Translation Models (Forthcoming)
Published by
Springer
Summary
Prepared a high-quality parallel corpora dataset to enhance bi-directional Amharic-Khimtagne machine translation models for low-resource languages, currently camera-ready and awaiting publication in Springer.
Context-Aware Semantic Relation Detection in Amharic Texts Using Deep Learning Models (Forthcoming)
Published by
Springer
Summary
Research on context-aware semantic relation detection in Amharic texts using deep learning models, currently camera-ready and awaiting publication in Springer.
Automated Defect Detection and Quality Grading of Soybean Seeds Using Deep Learning and Image-Based Analysis (Forthcoming)
Published by
Springer
Summary
Developed a deep learning and image-based analysis method for automated defect detection and quality grading of soybean seeds, currently camera-ready and awaiting publication in Springer.
Utilizing Morpheme-Based Translation Units to Enhance Bidirectional Amharic-Khimtagne Machine Translation with Deep Learning
Published by
IEEE
Summary
Enhanced bidirectional Amharic-Khimtagne machine translation by utilizing morpheme-based translation units with deep learning, forthcoming in 2025 ICT4DA proceedings.
A Hybrid Deep Learning Approach for Optical Character Recognition of Multi-Dialect Guragegna Printed Documents
Published by
IEEE
Summary
Presented a hybrid deep learning approach for optical character recognition tailored for multi-dialect Guragegna printed documents, published at the 2024 International Conference on CT4DA.
Effect of Parallel Data Processing Model on Bi-Directional English-Khimtagne Machine Translation Using Deep Learning
Published by
IEEE
Summary
Explored the effect of a parallel data processing model on bi-directional English-Khimtagne machine translation using deep learning, presented at the 2024 ICT4DA conference.
Languages
Amharic
English
Certificates
Master Class Teaching Online (Open edX)
Issued By
Edplus | ASU Online
Application Development Foundations
Issued By
Oracle Academy
Database Design Course
Issued By
Oracle Academy
Database Programming with SQL Course
Issued By
Oracle Academy
English Language Improvement Training
Issued By
Wolkite University
HTML5 and CSS3 Course
Issued By
Pirple.com
NDG Linux Essentials Course
Issued By
Cisco Networking Academy
Mastering IPv6 Transition Mechanisms
Issued By
AFRINIC IP ACADAMY
Provision IPv6 Configuration
Issued By
AFRINIC IP ACADAMY
Implement IPv6 Routing
Issued By
AFRINIC IP ACADAMY
Mastering Neighbour Discovery Protocol (NDP)
Issued By
AFRINIC IP ACADAMY
Configure Basic IPv6
Issued By
AFRINIC IP ACADAMY
Create the Perfect IPv6 Address Plan
Issued By
AFRINIC IP ACADAMY
IPv6 Foundations
Issued By
AFRINIC IP ACADAMY
Skills
Programming & Development
Python, SQL, HTML5, CSS3, Software Development, Application Development, Programming.
Artificial Intelligence & Machine Learning
Deep Learning, Natural Language Processing (NLP), Large Language Models (LLMs), Computer Vision, Machine Learning, AI Algorithms, Model Optimization, Transformer Architectures (BERT, GPT, T5, LLaMA), Convolutional Neural Networks (CNNs), BiLSTM, SVM, Object Detection, Image Processing, Text Generation, Summarization, Question Answering, Facial Recognition, Medical Imaging, Segmentation Models, OCR, TensorFlow, PyTorch.
Research & Analysis
Research Design, Data Analysis, Literature Review, Research Methodology, Problem Solving, Complex Problem Solving, Scientific Research, Identifying Research Gaps, Logical Reasoning.
Networking & Systems
IPv6, Network Configuration, Routing, Neighbour Discovery Protocol (NDP), Linux, Server Management, Firewall Configuration, VPN Setup, Online Learning Management Systems (LMS).
Data Management
Database Design, SQL, Dataset Annotation, Dataset Preparation.
Project & Team Management
Project Leadership, Stakeholder Management, Teamwork, Collaboration, Project Management.
Education & Mentorship
Curriculum Development, Lesson Planning, Student Mentorship, Academic Instruction, Community Service.
Projects
Memorandum of Understanding (MoU) for IT Support with the Abbay Basin Branch
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Summary
Established an MoU to provide comprehensive IT support, including network troubleshooting, server, router, firewall, switch configuration, VPN setup, and remote support for the Abbay Basin branch in Assosa.
Community Based Health Insurance Management System
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Summary
Leading the development and implementation of a community-based health insurance management system.
Car Accident Prediction and Classification Using Machine Learning and Wireless Sensor Networks
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Summary
Developing a system for car accident prediction and classification by integrating machine learning and wireless sensor networks.
Developing Dynamic Bandwidth Allocation Algorithm for Wolkite University Network Using Deep Learning
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Summary
Developed a dynamic bandwidth allocation algorithm for Wolkite University's network, leveraging deep learning techniques.