Machine Learning Engineer
CurrentDeveloping tools to streamline and enhance the design process for architects
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Alif Daffa' Yusof is listed as Machine Learning Engineer at SAA Architects Pte Ltd, a company with 114 employees, based in Singapore, Singapore, Singapore. AeroLeads shows a matched LinkedIn profile for Alif Daffa' Yusof.
Alif Daffa' Yusof previously worked as AI Research Intern at A*Star - Agency For Science, Technology And Research and Research Assistant (Computer Vision) at Singapore University Of Technology And Design (Sutd). Alif Daffa' Yusof holds Bachelor Of Engineering - Be, Computer Science & Design (Ai & Data Analytics Track), Honours (Distinction) from Singapore University Of Technology And Design (Sutd).
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Hi! I'm an aspiring Machine Learning Engineer / Data Scientist with experience in Machine Learning, Data Analytics and Software Engineering.I am driven by the exciting process of turning ideas into reality, and constantly strive to develop new skills while sharpening existing ones.
Listed skills include Python, Artificial Intelligence, Robotics, Data Analysis, and 12 others.
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A career timeline built from the work history available for this profile.
Singapore
Developing tools to streamline and enhance the design process for architects
Singapore
- Explored methods for facial expression recognition from video data, including various feature extraction methods like Facial Landmark extraction, Histogram of Oriented Gradients, and OpenFace toolkit, as well as models like Recurrent CNNs, LSTMs and Gated Transformers.- Spearheaded the research and development of a self-supervised federated learning.
Singapore
- Conducted weekly literature reviews and experiments relating to vision-based localization and perception methods.- Co-authored a paper on above findings to the IEEE International Conference on Automation Science and Engineering (CASE) 2023.- Trained a Conditional Generative Adversarial Network for removing adherent rain droplets from in-car camera.
Singapore
- Trained and deployed a machine learning model to predict the risk of a servicing job exceeding its required turn-around time- Built an interactive web dashboard which displays relevant visualizations and serves predictions from the above machine learning model to allow for improved prioritization of servicing jobs
Singapore
Developed a dynamic simulation environment in Unity for training and testing of autonomous robotic fleets for search and rescue missions. A research paper on this simulation environment was published in the IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR) 2022.
Other employees you can reach at saagroup.com. View company contacts for 114 employees →
Faiz Shamsudin
Colleague at Saa Architects Pte Ltd
Federal Territory Of Kuala Lumpur, Malaysia, Malaysia
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SS
Sabareeswaran S
Colleague at Saa Architects Pte Ltd
Bengaluru, Karnataka, India, India
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SH
Sim Hwee Low
Colleague at Saa Architects Pte Ltd
Singapore, Singapore
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SU
Sofwan Usman
Colleague at Saa Architects Pte Ltd
Gambir, Jakarta, Indonesia, Indonesia
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SY
Sarah Yap
Colleague at Saa Architects Pte Ltd
Singapore, Singapore
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DK
Dana Kan
Colleague at Saa Architects Pte Ltd
Singapore, Singapore
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CH
Chure Hoe Siew
Colleague at Saa Architects Pte Ltd
Singapore, Singapore
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RT
Rustam Tan Ji Xian
Colleague at Saa Architects Pte Ltd
Singapore, Singapore
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MM
Mani Mathew
Colleague at Saa Architects Pte Ltd
Singapore, Singapore
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DJ
Dr Jun Yi Ong
Colleague at Saa Architects Pte Ltd
Singapore, Singapore
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Quick answers generated from the profile data available on this page.
Alif Daffa' Yusof works for SAA Architects Pte Ltd.
Alif Daffa' Yusof is listed as Machine Learning Engineer at SAA Architects Pte Ltd.
Alif Daffa' Yusof is based in Singapore, Singapore, Singapore while working with SAA Architects Pte Ltd.
Alif Daffa' Yusof has worked for Saa Architects Pte Ltd, A*Star - Agency For Science, Technology And Research, Singapore University Of Technology And Design (Sutd), and Collins Aerospace.
Alif Daffa' Yusof's colleagues at SAA Architects Pte Ltd include Faiz Shamsudin, Sabareeswaran S, Sim Hwee Low, Sofwan Usman, and Sarah Yap.
You can use AeroLeads to view verified contact signals for Alif Daffa' Yusof at SAA Architects Pte Ltd, including work email, phone, and LinkedIn data when available.
Alif Daffa' Yusof holds Bachelor Of Engineering - Be, Computer Science & Design (Ai & Data Analytics Track), Honours (Distinction) from Singapore University Of Technology And Design (Sutd).
Alif Daffa' Yusof is listed with skills including Python, Artificial Intelligence, Robotics, Data Analysis, Sql, Research And Development, Game Development, and Microsoft Excel.
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