Implemented the build system changes to support the organization-wide effort to migrate the development of the Android platform to the trunk-based development with feature flags.
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Migrated the partitions packaging rules from Make to Soong, achieving 30% reduction in clean and incremental analysis time.
Focused on migrating the build system of the Android platform from Soong, Ninja and Make to Bazel.
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Simplified the dependency chain of the Java API stub generation, improving the clean and incremental build performance of the Android framework by 30%, significantly enhancing the productivity of the platform developers.
Developed and simulated reinforcement learning robot simulation environment implementing MuJoCo engine and OpenAI Gym.
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Explored feasibility of reinforcement learning adaptation in factory manufacturing environment, modelling multiple agents based on algorithms such as Proximal Policy Optimization and Soft Actor Critic.
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Certified Advanced Programmer for excellence in efficient programming and sophisticated knowledge in algorithms and data structures.
Conducted and assisted signal processing and data analysis based on the vital signals collected from the integrated sensors system.
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Engineered algorithm development of the company product's key features, including posture detection and fall detection, implementing Support Vector Machine classifier.
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Developed a web-based interactive dashboard implementing Flask, providing interdepartmental assistance based on insights discovered from data analysis and signal processing of sensor-accumulated patients' vital signals.
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Created and trained a digit-recognition Convolutional Neural Network model with custom datasets using PyTorch, significantly reducing the difficulty and increasing the accuracy in gold data extraction.
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Led and developed a GUI program development project using PyQt, reducing the clinical researcher’s hardship in gold data extraction by minimizing manual labelling.
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Gained knowledge in digital signal processing, including frequency filtering, peak detection and transform.
