STRATEGY
Strategy & portfolioPrioritize business impact and design the AI investment portfolio.
AI OPERATING SYSTEM
DONGYOUNG KIM Ph.D.
HEAD OF AI INNOVATION
ENTERPRISE AI EXECUTIVE
GenAI · Agentic AI · Voice AI · MLOps · AI Governance
Turning high-value workflows into secure, production-grade AI
I connect strategy, operating models, platforms, governance, and delivery to create trusted business impact in regulated financial services.
Open to executive opportunities and strategic conversations.
- 01 STRATEGY Strategy & portfolio
- 02 PLATFORM Platform & MLOps
- 03 GOVERNANCE Governance & risk
- 04 PRODUCTION Production operations
PROVEN IMPACT
Enterprise AI outcomes proven in regulated finance
Innovative Financial Service designation
An industry-first Korean model where AI introduces insurance products and recommends enrollment.
Korea AI Awards
Grand Prize and Minister of Trade, Industry and Energy Award.
Services on one AI-OCR platform
Team scaled to 16 · one paper · three patent applications.
SELECTED WORK
Proven enterprise AI innovation
01 Built an industry-first Korean model where AI introduces products and recommends enrollment.
AI-TMR
GenAI and Voice AI insurance sales platform
Challenge
Enable AI to serve customers while meeting financial regulation and consumer-protection requirements.
Leadership
Owned strategy, customer journey, technology, security, risk, compliance, and cross-functional delivery.
System
GenAI, Voice AI, real-time monitoring, platform integration, and data protection controls.
Impact
Built an industry-first Korean model where AI introduces products and recommends enrollment.
Evidence
Designated an Innovative Financial Service by Korea's Financial Services Commission on February 13, 2026.
02 Created a governed foundation for employees and business teams to evaluate and apply GenAI.
KB-GPT
Enterprise GenAI platform for financial services
Challenge
Capture GenAI productivity while managing model risk in banking workflows.
Leadership
Led finance-domain LLM, shared platform, usage policy, and enterprise adoption.
System
SFT/RLHF model, reusable prompt capabilities, and GPT Compliance Monitor.
Impact
Created a governed foundation for employees and business teams to evaluate and apply GenAI.
Evidence
Related GenAI initiatives received the 2024 Korea AI Awards ministerial award.
03 Operated more than 30 production services on a single reusable enterprise platform.
KB AI-OCR
Enterprise Document AI platform
Challenge
Process diverse financial documents through a reusable shared platform.
Leadership
Scaled and led a team of up to 16 across AI-OCR strategy, models, platform, and enterprise adoption.
System
Hybrid GPU infrastructure on Kubernetes and AWS EKS with MLflow and Kubeflow MLOps.
Impact
Operated more than 30 production services on a single reusable enterprise platform.
Evidence
Best Paper Award, IT Service Innovation Award, one paper, and three patent applications.
LEADERSHIP JOURNEY
From research to enterprise AI leadership
01
2025–Present
Head of AI Innovation / Director
Chubb / LINA OneServe as Chubb's Head of AI Innovation and a Director at LINA One, leading AI strategy and commercialization across GenAI, agents, Voice AI, infrastructure, security, and governance.
02
2021–2025
Principal General Manager
KB Kookmin BankBuilt enterprise AI platforms and banking services including KB-GPT, KB-CODER, KanBas, AI translation, and AI-OCR.
03
2021
Senior Data Scientist
Hyundai Motor CompanyBuilt a real-time mobility data platform using Kafka, Spark, and Delta Lake.
04
2020–2021
AI Professional
Samsung Life InsuranceDeveloped and productionized Document AI, financial knowledge graph, and enterprise MLOps capabilities.
05
2010–2020
Research Fellow & Research Assistant
IBS · Texas A&M · UT SouthwesternAdvanced AI microscopy, medical imaging, and single-molecule research resulting in publications and registered patents.
Texas A&M University
Ph.D., Biomedical/Medical Engineering · 2012–2016
The University of Texas at Dallas
B.S., Electrical and Electronics Engineering · 2010–2012
TECHNICAL FOUNDATION
Designing strategy and technology as one system
- 01 Enterprise AI Strategy
- 02 Generative AI & Agentic AI
- 03 Voice AI
- 04 GPU Infrastructure & MLOps
- 05 AI Governance
- 06 Document AI & Vision-Language Models
- 07 Financial Services & Insurance Transformation
RECOGNITION
Selected awards and research
Korea AI Awards Grand Prize and Ministerial Award
GenAI innovation including KB-CODER, KanBas, and real-time AI translation.
Korea IT Service Innovation Award
KB AI-OCR enterprise Document AI platform.
Best Paper Award
Deep-learning OCR document processing platform for financial services.
ICDAR SROIE world #1
First place in both text localization and text recognition.
Scientific Reports
AI-powered transmitted light microscopy for functional analysis of live cells.
PUBLICATIONS & PATENTS
Research translated into platforms and products
Selected work from 19 publications and 14 patents and applications spanning financial Document AI, machine-learning microscopy, diagnostics, and computational imaging.
19Publications
14Patents & applications
Selected publications
Deep Learning OCR based document processing platform and its application in financial domain
Journal of Intelligence and Information Systems
A fidget spinner for the point-of-care diagnosis of urinary tract infection
Nature Biomedical Engineering
TLGAN: document Text Localization using Generative Adversarial Nets
arXiv
Cramer-Rao Lower Bound for Point Based Image Registration with Heteroscedastic Error Model
IEEE Transactions on Medical Imaging
Selected patents
Financial-domain generative AI security solutions
KR application
Financial-specific generative AI long- and short-term memory solutions
KR application
Generative AI real-time information solutions
KR application
Financial domain-specific image data augmentation through deep-learning image conversion
KR application
Artificial intelligence financial document information extraction system
KR application
Automated customer due diligence using deep-learning OCR
KR 10-2023-0000066
Method for managing training data for optical character recognition
KR 1024861050000
AI-based optical image data quality enhancement
KR 1024182080000
AI-based interpretation of unstructured data
KR 1024576500000
Cell image analysis using an artificial neural network
KR 1020846830000
Advanced multi-dimensional microscopy system for single particle and structure imaging
US patent
CONTACT
Executive opportunities and strategic conversations.
Open to conversations about enterprise AI strategy, financial-services transformation, and executive leadership.