Job Duties:
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Conduct research on state-of-the-art AI and machine-learning techniques
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Develop and implement algorithms for AI project include (LLM and Deep learning, etc)
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Collaborate with business owners/experts to integrate domain-specific knowledge into the AI projects
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Propose, modify, evaluate and optimize machine learning and deep learning models
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Develop computer vision applications (e.g. object detection, tracking, spatial analysis)
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Conduct image to image, text to text and text to image, image to image pre-processing, e.g., image registration, for training machine learning or deep learning models
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Implement Retrieval-Augmented Generation (RAG) pipelines to enhance document understanding and answer precision
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Integrate LLMs with automation tools (e.g. n8n, Python workflows, RESTful APIs) into business processess
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AI model training such as prompt engineering, fine-tune- LoRA, MCP blender, PEFT etc
Requirements:
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Bachelor’s Degree or above in Computer Science, Artificial Intelligence, Data Science, or related disciplines
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1 to 2 years’ experience in image processing, computer vision, and/or machine learning
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Hands-on experience in prompt engineering, fine-tune- LoRA, MCP blender and PEFT is highly preferred
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Strong programming skills and knowledge in Python, C/C++, MATLAB
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Strong understanding of programming languages such as Python, JavaScript, HTML5, CSS, and SQL
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Familiar with frameworks and platforms, including but not limited to React, PyTorch, TensorFlow, LangChain, OpenAI, GCP and Azure
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Full-stack development experience is preferred
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Knowledge of deep learning, large language models (LLMs), and machine learning algorithms, neural network is preferred
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Proficiency in both spoken and written English and Chinese