400万人が利用する会社訪問アプリ
Universiti Malaysia Pahang / Industry Advisory Panel
Experienced Senior AI Engineer and distinguished speaker in the field of AI, I currently hold a prominent role at Torum, a leading cryptocurrency social media platform. With a remarkable track record, I lead the development of cutting-edge AI solutions, spearheading the design of innovative features and customized products tailored exclusively to meet the cryptocurrency community's needs.
- Provides invaluable guidance and expertise to the Data Science program, ensuring its continuous growth and relevance in a rapidly evolving field. - Collaborates closely with faculty members, sharing insights and recommendations to enhance the curriculum and learning expe
- Founded the Japan and Malaysia chapters of Women in AI, fostering a thriving community of AI enthusiasts. - Collaborated closely with Women in AI Headquarters in France to successfully orchestrate WAI events across Malaysia and the APAC region.
- Successfully spearheaded the integration of AI features into SocialFi apps, including the implementation of a cutting-edge content recommender system. This involved conducting comprehensive analysis and prediction of textual and visual graphics data. - Significantly enhanced operational and marketing efficiency by driving automation initiatives for manual tasks within the team.
- Drove the growth and success of an AI company, leading the development of the groundbreaking Ever AI platform and the transformative Ever PdPR digital identity system. - Provided expert guidance in establishing School Ever AI to educate society on AI's effective utilizat
- Achieved significant improvements in production yields by collaborating with various engineering teams in the plant. - Implemented efficient and well-structured data systems, resulting in streamlined operations within the plant.
- Successfully implemented Extract Transform Load (ETL) processes in AWS, enabling efficient data processing and integration. - Demonstrated expertise in data analysis, prediction, and modeling, leveraging advanced techniques to extract valuable insights from complex datas
- Successfully led a research group, fostering collaboration and driving impactful projects in the field. - Achieved a remarkable milestone of publishing a paper within an impressive timeframe of just 1.5 months.
- Successfully instructed courses on Web Programming, AI Programming, Introduction to Computer Systems, Basic Algorithms, and Fundamentals of Master Project, providing students with essential knowledge and skills in these areas.
• Master student’s theses project • Finding the most suitable optimizer and activation function to improve the classification accuracy • Use convolutional neural networks and transfer learning from various models available
• Deep Q-Learning on Banana Navigation Project Implemented deep Q-learning model with replay buffer and experience replay to train the agent • Deep Deterministic Policy Gradient (DDPG) for Reacher environment Implemented the DDPG in continuous action space that use actor-critic and model-free algorithms • Multi Agent DDPG for Tennis environment Implemented the MADDPG for Tennis environment Used the first agent’s experience to train the second agent.
- Delivered presentations on research works at esteemed conferences including IEEE ICASSP 2017, APSIPA ASC 2017, and EUSIPCO 2018, showcasing expertise and contributing to the scientific community. -Published research in reputable journals such as EURASIP JIVP, EURASIP Sig
- Conducted in-depth research on the application of Graph Fourier Transform in medical image compression within the context of HEVC (High Efficiency Video Coding). - Explored innovative approaches to leverage the power of Graph Fourier Transform for enhanced compression efficiency and improved image quality in medical imaging.
Research Theme: Adaptive Image Coding based on Non-Separable Three-Dimensional Discrete Wavelet Transform Presented in APSIPA ASC, international conference. Awarded Graduate School Award of Excellence by Head of Department. Funded by MARA Postgraduate Scheme Scholarships
Information and Communication Engineering Course Funded by MARA Education Foundation Scholarships
- Engaged in extensive research and development of hydroponics systems, focusing on innovative approaches and advancements in the field. - Designed and implemented hydroponic systems that optimize plant growth and maximize resource efficiency.
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The Kyoto College of Graduate Studies for Informatics (京都情報大学院大学) / Assistant Professor
• Master student’s theses project • Finding the most suitable optimizer and activation function to improve the classification accuracy • Use convolutional neural networks and transfer learning from various models available