DR. AHMAD AFIF BIN MOHD FAUDZI

	Contact No. : 094246154 Gender : MALE Nationality : MALAYSIA Current Positon : DS51-A-PENSYARAH UNIVERSITI E-Mail : ahmadafifm@ump.edu.my
ACADEMIC QUALIFICATION
. 2015 : IJAZAH KEDOKTORAN (DOCTORAL DEGREE), KYUSHU UNIVERSITY, JAPAN . 2012 : IJAZAH SARJANA (MASTERS DEGREE), OITA UNIVERSITY, JAPAN . 2010 : IJAZAH SARJANA MUDA (BACHELOR DEGREE), OITA UNIVERSITY, JAPAN
EXPERTISE
EXPERT AREA MAJOR YEARS OF EXPERTISE LEVEL MACHINE LEARNING REINFORCEMENT LEARNING 3 TINGGI
EMPLOYMENT HISTORY
No Record.
RESEARCH
NO. TITLE ROLE START DATE END DATE STATUS 1. AUTOMATIC CONVEYOR DESIGN USING PHOTOELECTRIC AND DIMMER MOTOR (UIC231508) Leader 01-AUG-2023 31-JUL-2024 Sedang Berjalan 2. AUTOMATIC CONVEYOR DESIGN USING PHOTOELECTRIC AND DIMMER MOTOR (RDU232705) Leader 01-AUG-2023 31-JUL-2024 Sedang Berjalan 3. AUTOMATED PRODUCT COUNTING AND REAL-TIME DASHBOARD FOR KANEKA PRODUCTION (UIC220825) Member 22-DEC-2022 21-DEC-2023 Sedang Berjalan 4. AUTOMATED PRODUCT COUNTING AND REAL-TIME DASHBOARD FOR KANEKA PRODUCTION (RDU222408) Member 22-DEC-2022 21-DEC-2023 Sedang Berjalan 5. MYSTEM PROJECT: STAY CURIOUS Member 15-DEC-2021 14-DEC-2025 Sedang Berjalan 6. FORMULATION OF DEEPFAKE DETECTION ALGORITHM USING CASCADE CONVOLUTION NEURAL NETWORK AND LONG SHORT TERM MEMORY NETWORK IN FACE MANIPULATION VIDEOS Member 07-SEP-2021 06-SEP-2023 Sedang Berjalan 7. VISION BASED INTELLIGENT TRAFFIC MONITORING SYSTEM Member 01-MAR-2021 31-AUG-2022 Tamat (Perlu hantar laporan akhir) 8. FORMULATION A NOVEL HIGH-PERMITTIVITY MATERIAL FOR HIGH DIRECTIVITY HORN ANTENNA LENS Member 26-FEB-2021 25-FEB-2023 Tamat (Laporan akhir dalam semakan) 9. FORMULATION OF WATER QUALITY-BASED GEOSMIN LEVEL PREDICTION ALGORITHM USING MACHINE LEARNING TECHNIQUE FOR PANGASIANODON HYPOPHTHALMUS REARED IN EARTHEN POND AND FLOATING NET CAGE CULTURE Leader 23-DEC-2020 22-DEC-2022 Tamat (Perlu hantar laporan akhir) 10. Intelligent Vehicle Monitoring System for SmartCampus Member 01-DEC-2020 30-NOV-2022 Sedang Berjalan 11. DIGITAL NINJA @ UMP STEM LAB UIC200818 Member 15-NOV-2020 14-NOV-2022 Tamat (Laporan akhir dalam semakan) 12. DIGITAL NINJA @ UMP STEM LAB RDU202407 Member 15-NOV-2020 14-NOV-2022 Tamat (Laporan akhir dalam semakan) 13. INTELLIGENT VISION SYSTEM FOR IDENTIFICATION OF MASSIVE AND CLUTTERED PARTS Member 01-NOV-2020 31-OCT-2022 Tamat (Laporan akhir dalam semakan) 14. AN ENHANCEMENT OF OPENALPR LIBRARY FOR MALAYSIAN LICENSE PLATE RECOGNITION Leader 26-JUN-2020 25-JUN-2022 Selesai (Tidak Mencapai KPI) 15. NON DESTRUCTIVE EVALUATION OF DEFECTS IN STEEL COMPONENTS USING MAGNETIC FLUX LEAKAGE METHOD Member 15-NOV-2019 14-FEB-2022 Selesai (Mencapai Semua KPI) 16. White hole operator as solution to premature convergence in gravitational search algorithm and black hole algorithm Leader 30-JUN-2017 29-JUN-2019 Selesai (Mencapai Semua KPI) 17. DEVELOPMENT OF LEARNING VECTOR QUANTIZATION BASED ABSTRACTION METHOD FOR TRANSFER LEARNING IN REINFORCEMENT LEARNING FRAMEWORK Leader 20-JUN-2017 19-JUN-2019 Tamat (Perlu hantar laporan akhir) 18. Vision-based Autonomous Robot Body Alignment for Copper Wire Spool Pick Up Member 20-JUN-2017 19-JUN-2019 Tamat (Laporan akhir dalam semakan) 19. DEVELOPMENT OF A SENSITIVE MAGNETOMETER PROTOTYPE FOR DEFECT EVALUATION IN STEEL COMPONENTS Member 15-MAY-2017 14-MAY-2019 Selesai (Mencapai Semua KPI) 20. MATERIAL CHARACTERIZATION MODEL USING RECTANGULAR RESONATOR WAVEGUID Member 01-MAY-2017 01-MAY-2019 Selesai (Mencapai Semua KPI) 21. Attachable Smart Meter Reader using Neural Network Leader 01-JAN-2017 01-JAN-2018 Tamat (Laporan akhir dalam semakan) 22. Opposition-based Learning Simulated Kalman Filter for Numerical Optimization Problems Member 01-AUG-2016 31-JUL-2018 Selesai (Tidak Mencapai KPI)
PUBLICATION
TYPE PUBLICATION TARIKH PENERBITAN TYPE OF CONTRIBUTION REFEREED PUBLICATION JOURNAL Development of Wireless Passive Water Quality Catchment Monitoring System 04/04/2018 60% JOURNAL Transfer Learning Through Abstraction Using Learning Vector Quantization 04/04/2018 Main author JOURNAL Policy Learning Using Modified Learning Vector Quantization for Reinforcement Learning Problems 01/07/2015 Main author BOOKS Acquisition of Context-Based Active Word Recognition by Q-Learning Using a Recurrent Neural Network 01/05/2014 Main author CONFERENCE PAPER A study on abstract policy for acceleration of reinforcement learning 09/09/2014 Main author CONFERENCE PAPER A study on visual abstraction for reinforcement learning problem using Learning Vector Quantization 14/09/2013 Main author CONFERENCE PAPER Acquisition of active perception and recognition through Actor-Q learning using a movable camera 18/08/2010 Main author NON-REFEREED PUBLICATION CONFERENCE PAPER A study on State Abstraction for Q-learning Problem Using Learning Vector Quantization 25/09/2013 Main author CONFERENCE PAPER Context-based Word Recognition through a Coupling of Q-Learning and Recurrent Neural Network 01/12/2011 Main author