Wednesday, 22/04/2026 · 11:00–12:00 CEST
Data-Driven Battery Lifetime Forecasting and Root-Cause Analysis for Agile Ramp-Ups
Hall 12, Stand F56, Master Class Room
Speaker: Kalle Ylä-Jarkko – Lead Data Scientist

Discover how intelligent software can deliver:
At the heart of our presence is LUMI VM – our virtual, AI-powered manager.
LUMI VM helps you:
LUMI VM – because intelligent solutions support people.
Discover how intelligent software can deliver:
At the heart of our presence is LUMI VM – our virtual, AI-powered manager.
LUMI VM helps you:
LUMI VM – because intelligent solutions support people.
Wednesday, 22/04/2026 · 11:00–12:00 CEST
Hall 12, Stand F56, Master Class Room
Speaker: Kalle Ylä-Jarkko – Lead Data Scientist

Friday, 24/04/2026 · 09:45–10:45 CEST
Solution Lab (Hall 26, Stand E43), Master Class Room 2
Speaker: Diogo Cardia – Head of Pre-Sales

Integrated planning and operational control – from demand to production. With AI-supported decision intelligence and end-to-end transparency across your processes.
Operational excellence for high-tech and manufacturing environments: quality, traceability and process stability – data-driven, scalable and proven in practice.
Book a Meeting With Our Experts
About me
I love seeing how our customers put digital solutions into practice.
I help manufacturers shape the future of their planning and production – identifying the use cases where software truly increases profitability and makes users’ lives easier.
Talk to me if you…
… spend more time firefighting than planning your production
… want to see AI delivering real value in manufacturing
… experience Excel crashing more often than it should
Fun fact
I talk about bottlenecks more often than a sommelier – just not the same kind.
About me
I’m a Team Leader and Key Account Manager at camLine, focused on Data Analytics, AI/ML and Design of Experiments (DOE).
With an engineering background, I help high-tech teams turn complex process data into practical, data-driven improvements.Talk to me if you…
… want to improve product or process quality using structured analytics and DOE
… want to take your recipe management (RM) or MES processes to the next level
… need to turn manufacturing data into actionable insights in high-tech environmentsFun fact
I genuinely enjoy turning messy real-world process data into clear, visual stories that drive better decisions.
About me
I work at the intersection of control engineering, automation and manufacturing performance. With decades of high-tech project experience, I help manufacturers improve yield, equipment performance and data quality using MES, SPC and OEE – and as Cluster Manager at Silicon Saxony (APC/M Europe) I stay close to the latest advances in process control and automated manufacturing.Talk to me if you…
… want to improve yield and equipment performance in complex manufacturing environments
… are implementing automated MES, SPC or OEE solutions and need a solid integration approach
… want better data quality from equipment and metrology systems – including supplier alignment and tool operation scenarios (TOS)Fun fact
As APC/M Cluster Manager, I regularly exchange insights with industry leaders and enjoy sharing what’s next in advanced process control.
About me
I’m a Lead Data Scientist at camLine, turning manufacturing data into practical AI that improves quality, throughput and decision-making.
I focus on agentic workflows that automate problem solving – from anomaly detection and root-cause analysis to actionable recommendations.
Talk to me if you…
… want to move beyond dashboards toward automated, AI-driven problem solving
… need explainable AI in high-stakes environments (semiconductor, battery, industrial ops)
… are deploying AI across edge + cloud and integrating it into real operational/MES systems
Fun fact
I debug AI pipelines for a living – and unwind by climbing steep gravel hills.
About me
I’m a Pre-Sales professional focused on industrial digitalization, predictive maintenance and measurable operational improvement.
I translate shopfloor challenges into structured digital solutions that management can confidently invest in – always starting with impact, not features.
Talk to me if you…
… want to turn production data into measurable value (less downtime, better OEE)
… are building a business case for predictive maintenance
… need to align operations, IT and management and scale across multiple plants
Fun fact
Don’t mistake me for Hermes, the Greek messenger god – but I do spend my days making sure data and decisions move faster.
About me
With a background in engineering and business, I help high-tech manufacturers optimize complex automation environments in production and fulfillment.
As Director of Sales Engineering for RACE products at camLine, I focus on digital twin simulation/emulation and intelligent material handling to translate automation strategies into measurable throughput gains.
Talk to me if you…
… want to optimize factory automation and maximize throughput
… are using digital twin simulation/emulation to de-risk automation investments
… are scaling robotics and material handling and need high-accuracy simulation before changes go live
Fun fact
SEMI “20 under 30” award recipient – and fluent in Mandarin Chinese.
About me
With over 20 years in technical sales and consulting, I help manufacturers improve process quality and productivity through practical digital solutions.
My focus is connecting operational challenges with scalable software approaches – especially in high-tech and medical device environments.
Talk to me if you…
… are planning to digitalize or further optimize your production processes
… need guidance on MES, SPC or recipe management to improve stability and quality
… want to evaluate or implement software solutions that truly enhance operational efficiency
Fun fact
If you prefer discussing digitalization strategies during a relaxed round of golf, I’m always happy to meet you on the nearest course.
About me
I work with high-tech manufacturers in semiconductor, battery and solar to scale production in a controlled, data-driven way.
My focus is combining MES, real-time process control and AI to accelerate ramp-up while ensuring traceability and quality.Talk to me if you…
… are scaling battery or semiconductor production and need end-to-end traceability (e.g. Battery Passport readiness)
… want to improve yield, OEE and quality through real-time process control and data-driven decisions
… need to align R&D, pilot lines and series production with a scalable MES/data architecture and AI/MLFun fact
Recently filed a patent (pending) in AI/ML for battery lifetime prediction and root-cause analysis – I love turning advanced analytics into real production impact.
About me
I help manufacturers improve supply chain, logistics and shopfloor operations with AI-supported software solutions.
With a background in process and automation technology, I focus on turning planning complexity into transparency, speed and better decisions.Talk to me if you…
… feel your ERP alone isn’t giving you enough transparency, agility or automation
… rely on multiple tools (or Excel) just to understand where you stand
… need better scheduling or forecasting to react faster and create alternatives in minutesFun fact
I spend my days helping plants reduce downtime with AI – while my coffee machine remains my most unpredictable asset.
About me
I drive growth in the Food and Pharmaceutical industries across international markets.
With 15+ years in global B2B tech, I help regulated industries turn complexity into opportunity – strengthening resilience, transparency and sustainable performance through smart digital solutions.
Talk to me if you…
… want to optimize planning, forecasting and inventory for Food & Pharma
… need better alignment across supply, demand and operations – with compliance in mind
… are navigating regulatory pressure and rising risk and want a scalable digital approach
Fun fact
I speak four languages fluently – English, German, Italian and Spanish – and love connecting across international markets.
About me
I joined camLine in 1990, when we were just six people – and have been part of the journey ever since.
With a semiconductor background, I’ve spent my career translating complex manufacturing requirements into sustainable solutions – including initiating SPC and OEE product lines that became industry standards in real-time process control.
Today, I bring this experience and these proven concepts to high-tech manufacturers across industries.Talk to me if you…
… are facing challenges in real-time Statistical Process Control or quality decision-making
… want to improve production efficiency using advanced OEE methodologies
… value practical insights built on decades of automation experienceFun fact
After 35 years in manufacturing IT, I’m convinced: successful digitalization projects start as communication projects – long before they become IT projects.
About me
For many years, I’ve worked with companies in process industries, beverage manufacturing and fashion – wherever complex processes need to be structured and supported by the right software.
My focus is integrated planning and optimization across the supply chain, using AI-supported solutions to bring more transparency, stability and performance into operations.
Talk to me if you…
… want consistent, integrated planning across your entire supply chain
… need real-time production control with strong MES/MOM capabilities and shopfloor transparency
… want to strengthen decision-making with AI-driven analytics
Fun fact
I’ve seen many waves of digital transformation – and know that lasting progress comes from navigating them wisely.