01. Summary
AI/DX Manager at LG Energy Solution with extensive experience in digital transformation, AI implementation, and research. Proven leader in building predictive maintenance systems, computer vision solutions, and scaling LLM applications.Expert in technical execution and strategic leadership with a track record of significant cost savings ($30M+). Keynote speaker at international conferences.
02. Experience
AI/DX Manager
Spearheading digital transformation and AI strategy for LG 4.0 initiatives. Leading cross-functional teams of data scientists and engineers to deliver production-grade AI solutions.
- →Architected and deployed a secure, scalable Enterprise AI Platform using **Milvus** (vector DB) and **Django**, enabling rapid **GenAI** integration with **RAG** (Retrieval-Augmented Generation) architectures.
- →Led end-to-end **Predictive Maintenance (PdM)** systems from ideation to factory-wide deployment, utilizing **XGBoost** and **LSTM** models to reduce unplanned downtime significantly.
- →Spearheaded **Computer Vision** initiatives for automated defect detection, implementing **YOLOv8** and **ResNet** architectures for real-time inference on edge devices.
- →Developed APAS (Advanced Process Analysis System) for manufacturing optimization, delivering high-impact insights directly to executive leadership using **statistical modeling**.
- →Implemented **LLM-based** productivity tools, including internal support chatbots and automated document processing systems using **LangChain** and **OpenAI GPT-4** via Azure.
- →Managed project lifecycles using YouTrack API integrations for advanced analytics and resource tracking.
- →Represented the organization as a keynote speaker at international AI and Industry 4.0 conferences.
Senior Data Scientist
- →Awarded LG Six Sigma Black Belt for a project delivering $28M in validated annual cost savings.
- →Automated large-scale SAS-based reporting workflows, achieving 25,000+ hours of yearly productivity gains.
- →Developed complex ML models for interprocess correlation analysis to optimize battery production yield.
- →Engineered automated data pipelines that transformed manual reporting into real-time dashboards.
Senior Engineer
- →Led Six Sigma Green Belt project resulting in $2.3M annual savings through process optimization.
- →Expert in Electrode and Cell Assembly Formation, specializing in chemical process root cause analysis.
- →Coordinated research projects on purification and cleaning applications for battery manufacturing.
AI Strategy Consultant
- →Delivered AI strategy and technical implementation for 50+ projects across 16 countries.
- →Provided over 3,000 hours of high-level consulting in AI integration, architecture, and DX roadmap development.
Expert Witness
- →Appointed as a judicial expert in toxicology and forensic chemistry.
- →Provided authoritative scientific analyses and expert testimony for complex legal cases.
03. Research
Research Intern
Focus on medical biochemistry and biophysics, specializing in protein labeling techniques.
Researcher
Conducted and published research on enzymatic synthesis in international peer-reviewed journals.
Research Intern
Synthesized novel fluorescent probes for advanced enzymatic assay applications.
Technical Skills
Leadership
Certifications
ITIL 4 Master
PRINCE2 Agile Expert
Stanford: Probabilistic Graphical Models
IBM: Advanced Data Science
SAS: Advanced Analytics
Professional Scrum Master II
Impact
Predictive Maintenance Series
Towards Data Science (Medium)
Enzymatic Synthesis Research
ChemSusChem Journal
AI Security & DX Strategy
LinkedIn Pro
Education
Master’s in Chemistry
Opole University • 2014 – 2017
Emphasis on steroid hormones biotransformation and oxidative enzyme activity. President of the Chemical Association.
Bachelor’s in Chemical & Process Engineering
Opole University of Technology • 2010 – 2014
Individualized Study Programme. Analysis of PAH in biomass combustion exhaust gases.