- Cyber Security.- Enhancing Cross-Site Scripting Attack Detection in Web Applications with a Hybrid CNN-BiLSTM and Online Learning Approach.- Detection and Classification of Bypass (SIMBox) Fraud Using Deep Learning: A Case Study on Ethio-Telecom of Ethiopia.- AI in Medical, Biology & Sciology.- Automatic Detection of Fruit's Spoilage Using Edge Devices.- Plant Disease Detection Using Digital Image Processing for Commonly Consumed Food Plants in Ethiopia: A Systematic Literature Review.- Systematic Review of Machine Learning Algorithms in Cystic Fibrosis Diagnosis.- Machine Learning Approaches for Predicting Gender Disparity in STEM Programs: Systematic Review.

- Audio and Image Interpretation.- DeepFakesUG: Detecting Counterfeit Ugandan Banknotes Using Deep Learning.- Speaker Identification in Amharic Language Using Spectrogram Images: Exploring Deep Learning Techniques.- AI in Engineering.- A Survey on Task Offloading and Resource Provisioning Approaches in VFCNs.- Intelligent Fault Diagnosis Method for Bearings Using Deep Transfer Learning on Time-Series Vibration Data Under Varying Load Conditions.- Natural Language Processing, Text and Speech Processing.- Neural Machine Translation for Afaan Oromo - Amharic Language Pair Using Transformer and RNN (LSTM) Models.

- Automatic Amharic-Tigrigna Translation Using Statistical Machine Translation Approach.- Developing Bidirectional English-Anuak Machine Translation using a Deep Learning Approach.- Automating Table of Contents Structuring: Leveraging GPT-3.5 and Donut for Efficient Document Indexing.- Semantically Corrected Amharic Automatic Speech Recognition.