I am an ICT undergraduate with a minor in AI, offering remote technical services in backend web development, software testing, data analysis, and AI/ML support. I have hands-on experience building Flask-based web applications and REST APIs with secure authentication, role-based access control, and database design, as well as testing and debugging web systems through structured manual QA and clear bug reporting. My background includes data analysis and automation using Excel and Python, developing and evaluating machine learning models, and integrating AI features using OpenAI APIs and effective prompt design. I also provide beginner-friendly technical tutoring and clear technical documentation, with a strong focus on logical problem-solving, clean system design, data integrity, and reliable communication.