Jeffery Lu
Software Engineer
Taipei
Summary
Innovative professional with expertise in digital audio processing, deep learning, and embedded systems, backed by a strong foundation in electrical and computer science engineering. Skilled in system integration, noise reduction algorithms, and real-time speaker recognition, with a proven ability to translate research into practical solutions. Known for exceptional problem-solving skills and self-motivation, committed to delivering impactful innovations and pursuing continuous growth.
Overview
2
2
years of professional experience
5
5
years of post-secondary education
2
2
Languages
Work History
Audio Algorithm Development Engineer
NFore Technology
Taipei City, Taipei City
11.2022 - Current
- AI Infrastructure Setup:
- Established company AI development infrastructure, including server procurement, setup, and maintenance. Built secure environments using Docker and JupyterLab for streamlined development.
- Noise Reduction:
- Developed and optimized real-time noise reduction models using Python, PyTorch, and DSP techniques. Improved accuracy, reduced model size, and enabled streaming functionality.
- Embedded Deployment:
- Converted AI models to ONNX and integrated multi-input/output inference into embedded platforms, enhancing speech processing quality.
- Qualcomm Platform Adaptation:
- Adjusted ONNX models for Qualcomm SNPE framework, implemented DLC format, and optimized inference on DSP and GPU with C++ and SNPE API.
- Model Optimization:
- Analyzed and debugged AI models using tools like Netron and SNPE Viewer, optimizing computation efficiency and hardware resource allocation.
Education
Master - Computer Science
National Yunlin University of Science And Technolo
Yunlin 02.2021 - 09.2022
Bachelor - Electrical Engineering
National Yunlin University of Science And Technolo
Yunlin 09.2016 - 06.2020
Skills
Digital signal processing
Machine learning
Embedded systems
Speech quality measurement
Software development
Model operator customization
C/C/Python
Linux/Docker
Timeline
Audio Algorithm Development Engineer
NFore Technology
11.2022 - Current
Master - Computer Science
National Yunlin University of Science And Technolo
02.2021 - 09.2022
Bachelor - Electrical Engineering
National Yunlin University of Science And Technolo
09.2016 - 06.2020
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