I am a passionate educator and researcher with strong expertise in Python programming and machine learning. My teaching style is direct, technical, and hands-on, ensuring students not only understand concepts but also gain practical skills. I have expertise in Python for data analysis, automation, and machine learning, creating reproducible workflows with clear step‑by‑step routines. I have worked with Miniconda environments, Jupyter Notebook/Lab, and GPU‑accelerated deep learning setups, helping students gain confidence in both foundational programming skills. I also emphasize diagnostics, visualization, and performance evaluation, using tools like confusion matrices, overlays, and charts to make learning more effective. This approach helps students not only write code but also interpret results clearly.
Experience
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Lecturer (Jun, 2010
–Feb, 2020) at Linton University Malaysia
Lecturing, Tutoring and mentoring
Education
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Artificial Intelligence Engineer Master Program Certificate, Simplilearn (Dec, 2018–Jun, 2019) from Simplilearn Online Courses
Fee details
₹500–1,000/hour
(US$5.26–10.53/hour)