Work Experience
Sep 2023 - Present
Machine Learning Engineer
Framestore | London
Working in the Machine Learning Technology Department at Framestore to research latest Machine Learning algorithms and build AI tools for creating visual effects in movies and TV episodes.
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Contributed in the FAST (Facial Augmentation using Synthetic Training data) project funded by Innovate UK.
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Conduct research in digital human creation including face age transformation, face detection and landmark localization, face recognition, face swapping, image relighting, semantic segmentation, etc.
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Develop machine learning algorithms and integrate them into the film production pipeline.
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Evaluate the performance of different state-of-the-art deep learning models.
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Prepare training data including data cleaning, preprocessing, and create custom datasets for training.
Jun 2022 - Oct 2022
Computer Vision Research Engineer
iProov | London
Conducted research at iProov, a London-based biometric authentication company, specialized in facial anti-spoofing and face identification methods for face recognition systems.
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Proposed a 3D reconstruction based method to detect photo attack for face recognition system.
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Developed a pipeline to reconstruct point clouds of human faces from videos taken by mobile devices.
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Created a small human-face dataset for training and testing the face anti-spoofing algorithm.
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Trained and evaluated the performance of various point cloud classification models on different datasets.
Mar 2021 - Sep 2021
Javascript Developer
HMX Media | London
Worked at HMX Media, a London-based studio, to develop 3D technology and create animated visual content.
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Optimized the rendering performance for the company’s custom 3D engine.
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Integrated the 3D engine into commercial applications for clients such as Microsoft, Dell, etc.
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Created new features to showcase 3D models in Augmented Reality mode using WebXR.
Educational Level
Sep 2021 - Oct 2022
University College London ( UCL )
MSc Computer Graphics, Vision and Imaging
Obtained a Master's degree with Distinction in Computer Graphics, Vision, and Imaging.
Courses :
Machine Learning For Visual Computing | Inverse Problems In Imaging | Image Processing | Machine Vision | Computer Graphics | Robot Vision And Navigation | Virtual Environments | Machine Learning In Medical Imaging
Sep 2016 - Oct 2020
The University of Manchester
BSc Computer Science
Obtained a Bachelor's degree with First Class Honour in Computer Science.
Courses :
Software Engineering | Logic and Modelling | Cryptography and Network Security | Fundamentals of Artificial Intelligence | Mobile Systems | Algorithms and Data Structure | Distributed Computing | Object Oriented Programming | Fundamentals of Databases