HFC GenAI Fellow (PhD Internship)
Scale AI, San Francisco, US (remote)
- Post-training of LLMs for specific-domain knowledge
- Propose expertise evaluation on generalized pre-trained LLMs
- Contribute to research publications
Experience
Research Scientist (PhD Internship)
Nokia Bell Labs, Cambridge, UK
- Investigate acoustic signal processing techniques for acoustic sensing
- Explore machine learning architecture for acoustic-based cognitive workload recognition for mental healthcare regulation
- Develop App and conduct user studies to validate system usability and efficiency
- Authored and contributed to scientific papers
- Filed patent for innovative solutions
Research Assistant
UCL Interaction Centre, London, UK
- Collaborate in UKRI-funded & EU-funding projects
- Investigate on multimodal machine learning architecture for human understanding system
- Data collection, processing and analysis
- Innovate multimodal machine learning algorithms
- Deploy in real-life scenarios
Fintech Department Manager & Tech Lead
CNPC, Beijing, China
- In charge of the FinTech Research Group
- Led the Commercial Paper Exchange/Risk Management Platform Engineering Team
- Optimised the system intelligence by utilising AI algorithms to detect money-laundering behaviours
- Implemented robotic process automation technologies to the Treasury Management System
- Developed the AI-based Position Investment Strategy Assistant
AI Researcher
University of Edinburgh, Edinburgh, UK
- Proposed a novel end-to-end multimodal network architecture for smartphone sensor-fusion tracking system
- Responsible for research project design, conceptualisation, data analysis and system development
- Published papers as the first author at the Sensors Journal and the IPIN Conference
- Presented at the IPIN19/21/22 International Conference
AI Researcher
Scotland Microelectronics Centre, Edinburgh, UK
- Developed an end-to-end neural network navigation system on smartphone platforms
- Researched machine learning algorithms to improve human activity recognition accuracy
- Evaluated system performances using WiFi fingerprints and magnetometer cross-sensory dataset
- Built an Android application to sample and recognise user activities on smartphones
Embedded Software Engineer & AI Researcher
Guozi Robotics Co., Ltd, Hangzhou, China
- Optimised the inspection robots chassis control system using supervised machine learning techniques
- Evaluated real-time robot performances of accuracy and robustness under practical scenarios