Marcin Stasko
Principal AI Engineer & Digital Strategist
Senior AI Leader with 10+ years of experience bridging the gap between C-level strategy and deep-tech execution. I specialize in building high-performance R&D teams, deploying industrial-grade Computer Vision & LLM systems, and driving digital transformation that yields measurable ROI. Expert in both technical execution and strategic leadership, with a track record of unlocking 100M+ EUR in value through innovative AI-driven solutions.
Professional Experience
AI/DX Manager
LG Energy Solution
Leading the digital transformation (DX) for one of the world's largest EV battery manufacturers. Responsible for the architecture, strategy, and deployment of mission-critical AI systems across European operations.
Strategic Impact
- Built and led the AI/DX department from the ground up, managing cross-functional squads of Data Scientists, DevOps Engineers, and Analysts.
- Delivered 100M+ EUR in confirmed operational savings through large-scale predictive maintenance and yield optimization.
- Designed the roadmap for "LG 4.0", transitioning the factory from legacy automation to a data-driven "Smart Factory" ecosystem.
Technical Execution
- Architected a secure, on-premise AI Platform using Milvus (Vector DB), Django, and Docker to enable RAG pipelines and Agentic workflows.
- Deployed 10+ modular microservices orchestrated via Kubernetes for real-time factory inference.
- Developed advanced Computer Vision systems (Supervised & Unsupervised) for real-time defect detection on high-speed lines.
Senior Data Scientist
LG Energy Solution
Spearheaded advanced analytics initiatives to solve complex manufacturing bottlenecks using Machine Learning and Statistical Modeling.
- Six Sigma Black Belt Lead: Led a critical yield improvement project that resulted in $28M annual savings by optimizing interprocess parameters.
- Deep Learning Implementation: Developed and deployed Neural Networks for complex non-linear correlation analysis, identifying invisible yield drivers.
- Automation at Scale: Automating reporting workflows (SAS/Python), recovering 25,000+ engineering hours annually.
- Innovation: Created APAS (Advanced Process Analysis System), a proprietary tool adopted by HQ, presented directly to the CEO.
Senior Process Engineer
LG Chem
Focused on the core chemistry and physics of battery manufacturing, bridging the gap between chemical engineering and data analysis.
- Green Belt Project: Saved $2.3M annually by optimizing electrode formation capabilities.
- Root Cause Analysis: Expert in "5 Whys" and statistical root cause analysis for chemical process deviations.
- Research: Conducted extensive R&D on binder distribution and slurry properties.
Principal Consultant
Freelance / International
- Global Impact: Executed 50+ strategic consulting projects across 16 countries, totaling over 3,000 consultation hours.
- Focus Areas: Advising SMEs and Enterprise clients on AI Strategy, Digital Transformation roadmaps, and MLOps architecture.
Court Expert Witness
District Court, Opole
Appointed by the court to provide expert opinions in Forensic Chemistry and Toxicology. Analyzed complex casework involving substance interactions and product safety compliance.
Academic & Research Background
Karolinska Institutet (Stockholm)
2016Research Intern, Medical Biochemistry & Biophysics: Investigated novel protein labeling techniques using fluorescent probes. This work contributed to advanced bio-imaging capabilities, allowing for more precise tracking of enzymatic activities in live cells.
University of Graz (Austria)
2015Researcher, Organic Synthesis: Focused on enzymatic synthesis and the catalytic properties of specific enzymes in non-aqueous media. Published findings in ChemSusChem, highlighting sustainable methods for chemical production.
Polish Academy of Sciences
2014Research Intern: Developed synthetic pathways for novel fluorescent sensors. These sensors were designed to detect specific heavy metal ions in environmental samples, combining organic chemistry with analytical application.