End-to-End Machine Learning Pipeline
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A production-ready ML pipeline for real-time prediction serving
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portfolio
Portfolio item number 1
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Portfolio item number 2
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publications
FlowMalTrans: Unsupervised Binary Code Translation for Malware Detection Using Flow-Adapter Architecture
Published in 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025), 2025
• FlowMalTrans: Unsupervised Binary Code Translation for Malware Detection Using Flow-Adapter Architecture [PDF] [CODE]
Zero-Shot Vulnerability Detection in Low-Resource Smart Contracts Through Solidity-Only Training
Published in The 56th Annual IEEE International Conference on Dependable Systems and Networks (DSN 2026), 2026
• Zero-Shot Vulnerability Detection in Low-Resource Smart Contracts Through Solidity-Only Training [PDF]
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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AI Ethics in Practice: A Panel Discussion
Published:
Panel discussion on implementing ethical AI practices in production systems
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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