Marcin Stasko

Building Science for People into an AI consulting, education, and product platform that helps organizations adopt AI responsibly, improve developer experience, and ship practical internal tools faster.

• Executive Advisory & Consulting - Leading strategy sessions, consultations, and architecture workshops for founders, executives, and delivery teams working on GenAI adoption, DX transformation, and AI operating models.
• Product & Platform Leadership - Owning the direction of s4p.eu across AI tooling, education products, consultation flows, mentoring offers, and go-to-market experiments.
• Hands-On Delivery - Turning high-level strategy into implementation plans, prototypes, reusable product components, and production-ready platform decisions.
• AI Education at Scale - Built practical AI workshops and training paths used by 14,000+ professionals across 16 countries.

Drove digital transformation and AI delivery for LG 4.0 at one of the world's largest battery manufacturers, leading cross-functional teams building production-grade AI systems at factory scale.

• Architected Enterprise AI Platform - Designed and deployed a secure, scalable GenAI platform using Milvus, Django, and RAG architectures. Enabled rapid LLM integration across business units with fine-grained access control and audit logging.
• Led Predictive Maintenance from 0 to Production - Owned the path from data pipeline design through model training and factory-wide deployment, significantly reducing unplanned downtime across production lines.
• Computer Vision at Scale - Directed automated defect detection initiatives for real-time inference on edge devices and critical quality checkpoints.
• Advanced Process Analysis System - Built a manufacturing intelligence platform that delivered statistical insights directly to C-suite leaders.
• LLM Productivity Suite - Implemented internal chatbots, document processing, and knowledge retrieval systems using self-hosted LLM models.
• Engineering Operations - Established CI/CD, MLOps practices, and project analytics with YouTrack integrations for repeatable delivery.
• Thought Leadership - Represented the organization at international AI and Industry 4.0 conferences.

Transitioned from engineering into data science leadership, delivering high-impact ML projects that fundamentally optimized battery production workflows.

• Six Sigma Black Belt Award - Led a cross-departmental project delivering $28M in validated annual cost savings through statistical process optimization and predictive analytics.
• Automated Enterprise Reporting - Replaced large-scale SAS-based reporting workflows with automated Python pipelines, achieving 25,000+ hours of yearly productivity gains across the organization.
• ML-Driven Process Optimization - Developed interprocess correlation analysis models to optimize battery production yield, directly impacting product quality and manufacturing efficiency.
• Real-Time Data Infrastructure - Engineered automated data pipelines transforming manual reporting into real-time operational dashboards used by production managers.

Built the domain expertise foundation in battery manufacturing that later enabled data-driven and AI-powered solutions at scale.

• Six Sigma Green Belt Project - Led process optimization resulting in $2.3M annual savings through root cause analysis and statistical process control.
• Electrode & Cell Assembly Expert - Deep specialization in chemical process engineering, enabling precise root cause analysis for yield improvement.
• R&D Coordination - Managed research projects on purification and cleaning applications for advanced battery manufacturing processes.

Appointed as a judicial expert, demonstrating analytical rigor and the ability to communicate complex technical findings to non-technical stakeholders.

• Judicial Expert - Appointed expert in toxicology and forensic chemistry, providing authoritative scientific analyses for complex legal proceedings.
• Expert Testimony - Delivered clear, evidence-based testimony that translated complex scientific data into actionable legal insights.