Yu-Kai (Kyle) Huang (黃昱愷) - AI Transformation Leader

Professional Summary

Accomplished technology leader with 15+ years of experience in enterprise AI transformation, Generative AI, and cloud-native systems. Proven track record of delivering 5+ man-years of productivity gains through innovative AI solutions and automation frameworks.

Core Strengths

• Product thinking & strategic vision
• Clear technical communication
• Empathetic collaboration
• Continuous learning & curiosity

Recognition

• 10+ IEEE publications
• Best Paper Awards
• Invited university talks
• Industry innovation awards

Expertise Highlights

🤖

AI Transformation Leadership

• MediaTek AI initiatives
• 50+ applications deployed
• 5.5 man-years productivity
• Product-first mindset

Leadership

👥

Team & Project Leadership

• Agile & Scrum methodologies
• Cross-functional communication
• Empathetic team building
• Strategic project delivery

Management

💡

Communication & Product Thinking

• Technical to business insights
• Strategic problem-solving
• Stakeholder empathy
• Innovation facilitation

Strategy

☁️

Cloud-Native Architecture

• AWS Certified Professional
• Docker & Kubernetes
• CI/CD pipelines
• Microservices design

AWS Certified

🏗️

Enterprise Infrastructure

• AWS & GCP platforms
• OpenStack deployment
• Hybrid-cloud solutions
• Scalable architectures

Infrastructure

🔬

Research & Innovation

• 10+ IEEE publications
• Edge computing research
• V2X communication
• Industry impact studies

Research

Education

Ph.D. in Computer Science

National Taiwan University

M.S. in Computer Science

National Taiwan University

B.S. in Computer Science

National Tsing Hua University

Invited Talks

AI Transformation in Enterprise

National Taiwan University • 2023

Generative AI in Production

National Tsing Hua University • 2023

Professional Experience

Technical Manager

MediaTek Inc.

Feb 2022 – Present

DataChat App Platform

Generative AI for 10+ data formats, 40,000+ queries/year

2.25 FTE Saved

Multi-modal KSF RAG Algorithm

40% fuzzy search accuracy improvement

1.5 FTE Saved

AI Factory Framework

15+ chatbots in 6 months, LangFlow integration

1.75 FTE Saved

Team Leadership

Solo to team lead, Agile/Scrum, Docker/Kubernetes

Research Fellow

Hon Hai Research Institute

Jan 2021 – Feb 2022

"An Edge Intelligent Framework for O-RAN based IoV Networks"

O-RAN for IoV with real-world data validation

Best Paper Award

"Relayed Collective Perception Service..."

V2X communication, redundancy mitigation, time synchronization

Chief Technology Officer

Shalom Inc.

Apr 2015 – Aug 2020

Cloud-based PMS

Taiwan's #1 solution, 150+ B2B customers

AI-driven CRM

20% increased customer interaction

Automated ERP

15% sales increase through automation

Hybrid Cloud Architecture

AWS-GCP integration, CI/CD pipelines

Senior Engineer

Samsung HQ – Korea

Feb 2014 – Apr 2015

3G/4G RRC protocols development

Best Employee Award

Senior Engineer

Quanta Research Institute

Sep 2010 – Feb 2014

BabyCam & Telemedicine (OpenStack, real-time video, MIT collaboration)

Publications

"Relayed Collective Perception Service With Redundancy Mitigation and Time Synchronization for V2X Communications Networks"

Yu-Kai Huang, P. Chennakesavula and Jen-Ming Wu

2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), Florence, Italy, 2023, pp. 1-5

DOI: 10.1109/VTC2023-Spring57618.2023.10199752

2023

🚗

V2X Communications Time Synchronization Redundancy Mitigation

"An Edge Intelligent Framework for O-RAN based IoV Networks"

Yu-Kai Huang, Ai-Chun Pang, and Jen-Ming Wu

2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall), Norman, OK, USA, 2021, pp. 1-5

DOI: 10.1109/VTC2021-Fall52928.2021.9625234

2021 Best Paper

🏆

Edge Computing O-RAN IoV Networks

"Distributed Throughput Optimization for ZigBee Cluster-Tree Networks"

Yu-Kai Huang, Ai-Chun Pang, Pi-Cheng Hsiu, Weihua Zhuang, and Pangfeng Liu

IEEE Transactions on Parallel and Distributed Systems, 23(3): 513-520, 2012

2012 Journal

📡

Distributed Systems ZigBee Networks Throughput Optimization

Stochastic Delay Guarantees in ZigBee Cluster-Tree Networks

Yu-Kai Huang, Chin-Fu Kuo, Ai-Chun Pang, and Weihua Zhuang

IEEE International Conference on Communications (ICC), Ottawa, Canada, June 10-15, 2012.

Mobility-Robust Tree Construction in Zigbee Wireless Networks

Wei-Ho Chung, Pi-Cheng Hsiu, Yuan-Yao Shih, Ai-Chun Pang, Yu-Kai Huang, and Kuan-Chang Hung

IEEE Conference on Communications (ICC), Kyoto, Japan, June 5-9, 2011.

NAT-ZigBee: NAT-based Address Assignment for Scalable ZigBee Networks

Yuan-Yao Chih, Yu-Kai Huang, Ai-Chun Pang, Pangfeng Liu, and Wei-Ni Chu

ICST International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine), Houston, Texas, USA, 2010.

A Comprehensive Analysis of Low-Power Operation for Beacon-enabled IEEE 802.15.4 Wireless Networks

Yu-Kai Huang, Ai-Chun Pang, Hui-Nien Hung

IEEE Transactions on Wireless Communications, 8(11): 5601-5611, 2009.

An Adaptive GTS Allocation Scheme for IEEE 802.15.4

Yu-Kai Huang, Ai-Chun Pang, Hui-Nien Hung

IEEE Transactions on Parallel and Distributed Systems, 19(5): 641-651, 2008.

An Integrated Deployment Tool for ZigBee-based Wireless Sensor Networks

Yu-Kai Huang, Pi-Cheng Hsiu, Wei-Ni Chu, Kuan-Chang Hung, Ai-Chun Pang, Tei-Wei Kuo, Min Di, and Hua-Wei Fang

IEEE International Conf. on Embedded and Ubiquitous Computing (EUC), Shanghai, China, Dec. 17-20, 2008.

QoS Enhancement for Co-existence of IEEE 802.11e and Legacy IEEE 802.11

Ya-Ling Hsu, Yu-Kai Huang, Ai-Chun Pang

IEEE Global Telecommunications Conference (GLOBECOM), New Orleans, LA, USA, 2008.

Energy-Efficient MAC Design for IEEE 802.15.4-Based Wireless Sensor Networks

Yu-Kai Huang, Sze-Wei Huang, Ai-Chun Pang

International Workshop on System and Software for Wireless SoC (WSOC), in conjunction with The International Conf. on Embedded and Ubiquitous Computing (EUC), Taipei, Taiwan, Dec. 17-20, 2007.

A Comprehensive Study of Low-Power Operation in IEEE 802.15.4

Yu-Kai Huang, Ai-Chun Pang

ACM/IEEE International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM), Chania, Crete Island, Greece, October 22–26, 2007.

Performance Analysis for IEEE 802.15.4 Wireless Personal Area Networks

Yu-Kai Huang, Hsueh-Wen Tseng, and Ai-Chun Pang

EMERGING WIRELESS LANS, WIRELESS PANS AND WIRELESS MANS., Yang Xiao and Yi Pan (editors), Wiley, 2007.

AGA: Adaptive GTS Allocation with Low Latency and Fairness Considerations for IEEE 802.15.4

Yu-Kai Huang, Ai-Chun Pang, Tei-Wei Kuo

IEEE International Conference on Communications (ICC), Istanbul, Turkey, Jun. 11-15, 2006.

Another Real-Time Operating System and Unified MAC Protocol for Home Controlling and Monitoring

Chuan-Yue Yang, Yu-Kai Huang, Nei-Chiung Perng, Jian-Jia Chen, Yun-Han Lee, Chia-Mei Hung, Heng-Ruey Hsu, Szu-Wei Huang, Hsueh-Wen Tseng, Ai-Chun Pang, and Tei-Wei Kuo

The 3rd Workshop on Software Technologies for Future Embedded & Ubiquitous Systems in conjunction with IEEE International Symposium on Object-oriented Real-time distributed Computing, Gyeongju, Korea, Apr. 27-28, 2006.

具有競爭協助機制媒介存取(MACAT)協定的資料傳輸方法及通訊系統-Data Transmission Method Using a MACAT Protocol and Communication System Using the Method

Ya-Ling Hsu, Chi-Hsu Chen, Yu-Kai Huang, Tzu-Jane Tsai, Ai-Chun Pang

(with ICL/ITRI, submitted to USA and ROC Patent Offices)

主機裝置、傳輸方法及其電腦程式產品-Host Apparatus, Transmission Method and Computer Program Product Thereof

Yung-Chih Liu, Yu-Kai Huang, Ai-Chun Pang, and Kuan-Chang Chen

(with III, submitted to USA and ROC Patent Offices)

10+

IEEE Publications

Best Paper Awards

Research Areas

Technical Skills

Languages

Python JavaScript TypeScript Java C++ Go

DevOps & Cloud-Native

Docker Kubernetes CI/CD Terraform Ansible

Cloud Platforms

AWS Certified GCP OpenStack Azure

AI & Data Science

LangChain TensorFlow PyTorch RAG LLMs