Machine Learning Engineer | Lecturer | Researcher
With over 5 years of experience in data and ML models, I combine industry expertise and academic insights to solve real-world problems.
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Institution: Auckland University of Technology
Duration: July 2023 – March 2025
Served as a Teaching Assistant for 4 semesters in the course Software Development Practice (COMP602). Duties included marking, providing advice, and giving detailed feedback to enhance student learning.
102 Development Principles IInstitution: Yoobee Colleges
Course Details: Year 1, Level 5 | 15 Credits | 150 Learning Hours (64 Contact / 86 Self-directed)
Develop a foundational understanding of principles, programming concepts, languages, tools, frameworks, and best practices for the development of websites and mobile apps. The course introduces programming languages (including C++) along with code backup and problem-solving techniques.
Learning Outcomes:
Content Covered: HTML, CSS, JavaScript, PHP, SQL, Lua, C#, C++, libraries, and SDKs; programming fundamentals; database architecture; code backup methods; development techniques.
Assessments: Short Written Assignment (25%, Week 4) and Practical Test (75%, Week 8).
101 UX Principles I
Institution: Yoobee Colleges
Course Details: Year 1, Level 5 | 15 Credits | 150 Learning Hours (64 Contact / 86 Self-directed)
Develop a foundational understanding of the principles, tools, and best practices for designing content and user experiences (UX) for web and mobile app platforms.
Learning Outcomes:
Content Covered: Creative ideation, user journeys, personas, content strategy, information architecture, wireframing, prototyping, user testing, visual semiotics, psychology, brand strategy, composition, colour theory, typography, way-finding, responsive and motion design.
Assessments: Project (100%, due Week 8).
This project uses a POCA agent to simulate strategic play in SoccerTwos, showcasing multi-agent coordination and competitive soccer simulation using reinforcement learning techniques.
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An LLM-based agent that provides detailed information about Chakwal city, including its history, landmarks, and local culture.
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