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Head of Research at Unstructured
- Extensive experience leading data science teams in developing advanced AI solutions, particularly in the conversational & medical products (B2B) and e-Commerce (B2C) sectors, using cutting-edge NLP techniques and large language models. - Proven track record of establishing efficient workflows, processes, and ML automation, ensuring high-quality results and promoting best practices in product development. - Deep understanding of ML/DL, NLP, LLM, prompt engineering, multimodal technologies, complex software development. - Expertise in utilizing major cloud platforms such as Alibaba Cloud, Google Cloud Platform, and Azure for building, deploying, and managing AI models. - Customer-facing leader with strong ability to collaborate with cross-functional teams, initiate engagements with clients, and develop end-to-end AI solutions meeting high standards of reliability and scalability. - Proven experience in leading technical projects, managing research, prototyping, and driving projects from problem definition to completion. - Cultivating and growing talents, authored research papers for top-tier AI conferences and science journals, driving innovation and thought leadership in the industry.
University of Calgary
Master's degree, Geomatics Engineering
January 1, 2010 – January 1, 2013
National Cheng Kung University
Master, Geomatics
January 1, 2007 – January 1, 2010
National Cheng Kung University
Bachelor, Geomatics
January 1, 2003 – January 1, 2007
Unstructured
Head of Research
April 1, 2025 – Present
Unstructured
AI/ML Manager/ Tech Lead
November 1, 2023 – April 1, 2025
Wonders
Lead ML Engineer
July 1, 2023 – November 1, 2023
Remote
Alibaba Group
Sr. Algorithm Engineer
March 1, 2020 – April 1, 2023
VerticalScope Inc.
Research Engineer
December 1, 2017 – February 1, 2018
Wysdom.AI
Sr. Manager, Center of Excellence
July 1, 2017 – March 1, 2020
Toronto, Ontario, Canada
Wysdom by CrowdCare
Sr. NLP Engineer
July 1, 2015 – January 1, 2017
Hexagon Safety & Infrastructure
Application Specialist
July 1, 2013 – January 1, 2015
Intergraph
Geospatial Technologist
May 1, 2013 – July 1, 2013
Machine Learning
Coursera
June 24, 2026 – Present
Neural Networks for Machine Learning
Coursera
June 24, 2026 – Present
Cultural Fit Analysis
The candidate has a diverse professional background, working in various companies from startups (Wysdom.AI, Wonders, Unstructured) to large corporations (Alibaba Group, Hexagon Safety & Infrastructure). The continuous focus on AI/ML and NLP across these roles indicates a strong passion and commitment to the field. The rapid progression into leadership roles at Unstructured and Wonders suggests an ambitious and driven individual. However, the relatively short tenures at Wonders and the initial 'Head of Research' role at Unstructured (starting in the future) might warrant further inquiry regarding long-term commitment and stability.
Soft Skills & Operational Fit
The candidate's experience in leadership roles (Head of Research, AI/ML Manager, Lead ML Engineer, Sr. Manager, Center of Excellence) suggests strong project management, analytical, and time management skills. The progression through various senior roles indicates adaptability and a capacity for growth. However, without specific project details or direct feedback, the depth of collaboration and stress handling cannot be fully assessed.