Xiaochuan Yu:
AI & Computer Vision Expert
Ph.D. in Computer Science with 10+ years in AI, specializing in Large Language Models and Computer Vision.
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Career Highlights at Wisers AI Lab

1

Lead Researcher & Manager
Led development of custom vertical LLMs and RAG/Agent pipeline for core business applications.

Leadership and Management

Leadership and Innovation

Welcome to this presentation showcasing my contributions and experiences in leading teams, driving innovation, and delivering impactful results in the fields of computer vision and natural language processing. Throughout my career, I have demonstrated a strong ability to mentor diverse teams, tackle

2

LLM Research & AI Solution
Assessed cutting-edge LLMs and RAG/Agent frameworks for media insight analytics.
Devised social media analytic solution adopting LLMs, enhanced by multilingual capabilities expanding business to global markets.

LLM Research Summary

Pioneering LLM Development and Optimization

This presentation highlights the achievements and innovations in developing and optimizing large language models (LLMs) for various business applications. We'll explore the work I have done in my last role on custom vertical LLMs, efficient pipelines, cutting-edge research, and practical implementat

3

Foundational Research in Computer Vision
Developed cutting-edge computer vision research and practical applications. Proven track record of innovative solutions for industry-leading companies and achieving recognition in international competitions.

Computer Vision Research Summary

Computer Vision and Deep Learning

This presentation highlights my extensive experience in cutting-edge computer vision research and practical applications. Proven track record of developing innovative solutions for industry-leading companies and achieving recognition in international competitions.

Technical Achievements
LLM Workflow Standardization
Established best practices for prompt engineering, model finetuning, and deployment automation.
Model Efficiency Enhancement
Implemented acceleration tools, reducing costs by 30% and quadrupling performance.
Technology optimization
Refined processes, resulting in 75% cost reduction for OCR and 80% for logo detection.
Leadership and Team Management

1

Diverse Team Leadership
Led CV and NLP specialists, providing mentorship and technical direction.

2

Efficient Management
Optimized team efficiency and output by integrating modern project management methodologies.

3

Effective team coordination and collaboration
Cross-team effort to tackled enterprise-wide technical and business issues.

4

Strategic Advising
Guided senior leadership on technological transitions and RAG pipeline adoption. Commitment to technological innovation and excellence.
Computer Vision Expertise
Product Detection
Developed solution for prestigious French luxury brand, securing multi-year service agreement.
Brand Exposure Analysis
Created social listening solution for global pharmaceutical company, winning long-term contract.
Table Recognition
Implemented solution for global insurance company, enhancing data collection capabilities.
Logo Detection
Developed logo detection solution serving multiple Key customers.
Research and Competition Achievements
Computer Vision Research
Led foundational research in object detection, image retrieval, and video understanding.
Competition Success
Secured 2nd place in RVC/ECCV 2020 competition, elevating organization's tech profile.
Project Management
Integrated Scrum and Kanban methodologies, optimizing research workflow efficiency.
Previous Work Experience

1

PolyU (2013-2015)
Researched posture correction technology, resulting in US and CN patents.

2

Surelaw & Xunlei (2016-2017)
Developed automated underwriting data product for peer lending platform.

3

ASTRI (2017-2019)
Led system architecture design and algorithm implementation for various IoT projects.
Publications and Awards
Education
1
PhD in Computer Science
The Hong Kong Polytechnic University, 2008-2013
2
M.S.E in Telecommunication
Beijing Jiaotong University, 2006-2008
3
B.S.E in Telecommunication
Beijing Jiaotong University, 2002-2006
Areas of Expertise
Large Language Models
Cutting-edge research and implementation of LLMs for various applications.
Computer Vision
Advanced techniques in image recognition, object detection, and video analysis.
Deep Learning
Expertise in neural networks and AI model optimization.
IoT & Wearables
Innovative solutions in Internet of Things and wearable computing.
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