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) design, implement and deploy scalable security analysis frameworks and software systems; (c) develop automated analysis, testing, and evaluation pipelines using techniques such as program analysis
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and model merging/fusion; (b) develop secure, scalable and efficient infrastructure for data management, distributed training, model evaluation, deployment and ongoing model improvement; (c
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) develop algorithmic frameworks and agentic workflows for application in specific domains; (c) evaluate the performance of the proposed approaches; and (d) perform any other duties as assigned by
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twelve months] Duties The appointees will assist the project leader in the research project - “Develop a vision-language model-based smart driving assistant for enhancing safety and convenience
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; (e) assist in both quantitative and qualitative data collection, with systematic filing, archiving and documentation of collected data from the community; (f) prepare research reports and
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, etc. Duties The appointees will assist the project leader in the research project - “Deep neural networks for precision mental health”. They will be required to: (a) develop AI and geometric deep
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- “Smart Holistic Insurance Enhancement using Learning Algorithms & Decentralization (S. H. I. E. L. D.)”. He/She will be required to: (a) develop machine learning models to predict optimal
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point cloud techniques for geometric analysis; (b) develop and implement algorithms for 3D perception; (c) design and execute experiments to evaluate validate and refine algorithms and systems; (d