Rose Namayanja

Background

About Rose Namayanja

Iam an AI enthusiast, with a Msc in AI from Ireland with a deep understanding of core AI subfields, including Machine Learning, Natural Language Processing,Deep Learning.I aslo have vast experience in Sofware Testing,quality Assurance as well as IT support. Hands-on experience in designing and implementing end-to-end AI solutions,covering data preprocessing, feature engineering, model training and hyperparameter tuning. I’ve designed and implemented transformer based NLP systems (BERT, DistilBERT, GPT-2, Llama 2) for IT ticket classification and SQL query generation (boosting routing accuracy by 30%, cutting response times by 20%, and slashing query-build time by 40%), built deep-learning pipelines (RNN, LSTM, BiLSTM, GAN) to forecast e-commerce demand (+15% accuracy) and trained reinforcement-learning agents (Q-learning, policy gradients) in OpenAI Gym’s Frozen Lake (95% success). Deployed AI solutions via interactive Streamlit apps and Flask REST APIs, ensuring responsive, scalable inference. I thrive in Agile teams,turning data into ethical, actionable insights that drive real business impact. I bring over eight years of IT support and monitoring of Critical applications and systems and Softawre Testing experience, specializing in Software quality assurance and Testing,designing test strategies, crafting detailed test plans and cases, executing functional, regression, performance and UAT tests across web, mobile and ERP systems, managing the defect lifecycle in JIRA and implementing test automation frameworks to ensure high reliability releases and increased revenue collection.