Markku Laine, Phd work email
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Markku Laine, Phd personal email
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I am a full-stack Data Scientist with over 20 years of experience in research and development of innovative, human-centered solutions. With a strong passion for data, AI, and analytics, I enjoy building intelligent interactive systems that tackle complex real-world problems and thereby improve people’s daily lives. I have published 20 research papers in top-tier international journals and conferences and given presentations at Finland’s biggest Data & AI events, including Data-Driven Design Day and AI Day. Lately, I have focused on deepening my skills in generative AI, data science, machine learning, and modern web development. Check out my portfolio website to learn more about me and my work – www.markkulaine.com
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Data ScientistFlowstepEspoo, Fi -
Postdoctoral ResearcherAalto University Nov 2017 - Apr 2023FinlandAdvisor: Prof. Antti Oulasvirta, User Interfaces research group• Co-raised €800,000 in funding for Design.AI (a research-to-business project) and led a tech team of up to 10 people across various functions to build next-generation AI-assisted design tools• Architected a service platform for self-optimizing web pages that computationally generates high-quality responsive and personalized web designs with integer programming to improve usability• Developed Aalto Interface Metrics (AIM) including 26 empirically validated metrics and models that accurately predict how users perceive, search, and experience graphical user interface designs• Designed web apps along with eye-tracking experiments to collect data and thereby gain insights into users’ browsing behavior and typing strategies across diverse layouts, languages, and devices -
Doctoral CandidateAalto University Sep 2010 - Oct 2017Espoo, FinlandAdvisor: Prof. Petri Vuorimaa, Web Services research group• Crafted a unified web application development approach, including a full-blown web framework and a component-based website builder, to empower web designers as full-stack web developers• Created a unified querying (UniQue) approach that streamlined the querying of heterogeneous web data sources and reduced generated network traffic by 51% compared to the leading approach• Lectured extensively on web development and media production, provided scientific guidance to students writing a thesis, and designed a pioneering HTML5 course that received excellent feedback -
Research AssistantAalto University (Formerly Helsinki University Of Technology) Aug 2006 - Aug 2010Espoo, FinlandAdvisor: Prof. Petri Vuorimaa, Web Services research group• Developed a novel web application framework in collaboration with Nokia Research Center (NRC) that allows end-user developers to implement entire web applications using only markup languages• Contributed to numerous projects that spanned a diverse array of XML and web technologies, while also actively engaging as a Guest Lecturer and Teaching Assistant in web development courses• Collaborated with Prof. Emilia Mendes at The University of Auckland, New Zealand while visiting her WETA (Web Engineering, Technology, and Applications) research group for four months -
Multimedia DesignerMindworks Ltd. Jun 2005 - Jul 2006Helsinki, FinlandIn my position as a multimedia designer, I was responsible for concept designing and developing (Flash/ActionScript + Socket/XML, and Java/J2EE) a virtual collaboration platform Glow for Joensuu Science Park and its supporting multimedia installations (ubiquitous computing). The project—with its touch-screen displays, RFID technology, directional loudspeakers, and real-time communication software—was ahead of its time, and received MindTrek Grand Prix Award in 2007.
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Teaching AssistantAalto University (Formerly Helsinki University Of Technology) Jan 2005 - May 2005Espoo, FinlandI acted as a teaching assistant for "T-106.233 Basic Course in Programming 2", which is an advanced Java programming course. I was responsible for running weekly lab classes, instructing students with their programming exercises, and grading their works. In addition, I designed and implemented a database + graphical user interface exercise for 300+ students. -
Software ConsultantPro Dimension Ltd. Jun 2003 - Dec 2004Espoo, FinlandAs a software consultant, I developed one of the first web applications for electronic invoicing and electronic document interchange in Finland. My responsibilities included both the front-end and back-end development of www.laskuhotelli.fi using technologies, such as HTML+CSS+JavaScript, Java/J2EE (Apache Struts and JavaServer Faces frameworks), and XML.
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Teaching AssistantAalto University (Formerly Helsinki University Of Technology) Jan 2003 - May 2003Espoo, FinlandAs a teaching assistant for the course "T-106.216 Basic Course in Programming Y1", I instructed students on a weekly basis with their Java programming exercises. Besides running lab classes, I prepared and graded students' programming exercises and project works. -
Event OrganizerWolttigroup (Formerly Idea Ja Tuotanto Wolt Ltd.) Oct 2002 - May 2003Helsinki, FinlandAt Woltti, I got my first opportunity to apply the skills and knowledge acquired from my Contents Production studies in a real-world environment. The company organized recreational events for corporate teams and my responsibility was to teach and help the teams in making short films in the course of the day. I also developed a new website for the company using HTML, CSS, and JavaScript. -
Java ProgrammerHamburg University Of Technology (Institute For Software Systems) Jun 2002 - Jul 2002Hamburg, GermanyI designed and implemented various software components in Java/J2EE for an enterprise information portal related to the maritime industry. Additionally, I realized the user interface and information exchange (XML) parts of those components. -
Customer AssistantDna Ltd. (Formerly Dna Finland Ltd.) Feb 2001 - Sep 2001Helsinki, FinlandThe activities under my responsibilities were related to handling of consumer and enterprise contracts. This included opening and closing subscriptions as well as collaborating with DNA sales people. Moreover, I created work instructions and tools for new and existing employees in our team, and trained them on their job duties. -
Java ProgrammerComptel Plc. May 2000 - Sep 2000Helsinki, FinlandI was responsible for the further development of a Java/J2EE based web application in the domain of telecommunication systems. My work consisted of integrating the web application with a new database, whose schema I also designed.
Markku Laine, Phd Skills
Markku Laine, Phd Education Details
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4.34 -
3.16 -
Computer Science -
Information And Media Technologies
Frequently Asked Questions about Markku Laine, Phd
What company does Markku Laine, Phd work for?
Markku Laine, Phd works for Flowstep
What is Markku Laine, Phd's role at the current company?
Markku Laine, Phd's current role is Data Scientist.
What is Markku Laine, Phd's email address?
Markku Laine, Phd's email address is ma****@****ail.com
What schools did Markku Laine, Phd attend?
Markku Laine, Phd attended Aalto University, Aalto University, University Of Auckland, Technische Universität Hamburg-Harburg.
What are some of Markku Laine, Phd's interests?
Markku Laine, Phd has interest in Collecting Retro Games, Electronic Music, Comics, Disc Golf, Cycling, Table Hockey.
What skills is Markku Laine, Phd known for?
Markku Laine, Phd has skills like Web Engineering, Real Time Communication On The Web, Jsp, University Teaching, Web Technologies, Unified Web Application Development, Xforms/rest/xquery, Real Time Communication, Xquery, Xml Technologies, Teaching, Web Standards.
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