Hackathon
Registers of Cultural Entities

Design a comprehensive IT solution for dynamic creation and filling of registers of cultural entities.

Prize money for the winner: 3000 €

Prize money pre víťazov:

1. miesto 3000 €
2. miesto 2000 €
3. miesto 1000 €

Description of the Initial Situation

The Ministry of Culture of the Slovak Republic does not have a register of all existing legal entities in the field of art, culture, and the creative industries, making it difficult to implement measures aimed at the entire sector. Its significance became fully apparent after the outbreak of the Covid-19 pandemic when the ministry needed to target governmental support, but it did not have a complete list of eligible entities.

Existing registers

Sectors of cultural heritage (museums, galleries, libraries) – nearing 100% repletion
Art sector (visual arts, theaters, musical entities) – low repletion
Sectors falling under KKP (architecture, design, gaming industry) – no registers

Publicly available data

Register of non-governmental non-profit organizations
Commercial Register
Finstat
Statistical Office of the Slovak Republic

This task requires a “tailor-made” solution, including considerations for information and cybernetic security, with no suitable commercial solution available on the market.

Expected solution

The output of the hackathon should be a document outlining the method of creating an information system (IS) that will contain registers of legal entities whose main activities have an artistic or cultural character, as well as the method of filling it with data and how to obtain, process, and display this data.

Public and private sections
Automated data collection from search engines based on entered keywords
Manual registration of entities
Categorization of entities by cultural sectors
Import and export of data
Generation of output data for managerial decision-making
Creation of galleries, navigation menus, dynamic pages, and widgets
Automated processing of statistical results

Aftermovie

Aim of the Hackathon

Create an information system that will contain registers of legal entities whose main activities have an artistic or cultural character, analyze and propose from which data sources and how the IS will obtain, process, and fill data into the registers.

Why we organize a Hackathon

The need to identify all stakeholders in culture arises from the Cultural and Creative Industry Strategy of the Slovak Republic until 2030, created by the Ministry of Culture of the Slovak Republic. This strategy was consulted with external experts and approved by the Government of the Slovak Republic on June 12, 2023. Specifically, it involves measure 1.5.1 to identify infrastructure in culture and the creative industry, with the aim of preparing a cultural law defining entities and infrastructure of culture and creative industry for legal entities and individuals.

Additionally, according to Act No. 265/2022 Coll. on publishers of publications and on the register in the field of media and audiovisuals and on amendment of certain laws, the Ministry is obliged in the future to maintain and publish a register, which is an information system of public administration containing updated information. The register must be maintained on the ministry’s website and must be accessible to the public.

Public administration institutions need to make informed decisions based on quality data and analysis. The solution of creating a tool for any future registry will provide open possibilities for other ministries and public administration institutions, as well as for the Ministry of Culture itself.

1. Demaskovanie dezinformácií

Rozpoznávanie dezinformácií a iného škodlivého obsahu pomocou smart technológií
Označovanie škodlivého obsahu na internete automatizovanou formou
Overovanie informácií zo sociálnych sietí

2. Mediálna gramotnosť

Testovanie mediálnej gramotnosti interaktívnou formou
Rozpoznávanie dezinformácií interaktívnou formou (napr. hra, test, iné…)
Zvyšovanie povedomia a odolnosti voči dezinformáciám, budovanie dôvery v mainstreamové a verejnoprávne médiá

Why we organize a Hackathon

1. Demaskovanie dezinformácií

Rozpoznávanie dezinformácií a iného škodlivého obsahu pomocou smart technológií
Označovanie škodlivého obsahu na internete automatizovanou formou
Overovanie informácií zo sociálnych sietí

2. Mediálna gramotnosť

Testovanie mediálnej gramotnosti interaktívnou formou
Rozpoznávanie dezinformácií interaktívnou formou (napr. hra, test, iné…)
Zvyšovanie povedomia a odolnosti voči dezinformáciám, budovanie dôvery v mainstreamové a verejnoprávne médiá

Winners

1. place: team Sofity

The winning team Sofity proposed a platform that utilizes artificial intelligence and offers automated management and updating of registers. It can recognize data from PDF files and automatically fill out the subject’s form based on them. Among the platform’s functionalities are proposals for the structure of registers based on descriptions; inclusion of subjects in registers, or mapping of data during imports.

“We appreciate that the challenge was detailed and analytically elaborated. Throughout the process of creating a solution, we closely collaborated with mentors who provided us with useful information, thanks to which we were able to devise a functional solution. I also think that our experience from the previous hackathon helped us to win. We are excited about the victory and plan to participate in other hackathons as well,” evaluated team captain Tetiana Zatykian after receiving the award.

2. place: team Argon

Team Argon presented a solution that ensures easy creation of registers through 2 systems: a website for the public and an application for the Ministry itself. The website serves for the public to register through their own profiles and create a register from available templates. The registers are divided into categories and are also distinguished by numbers for a specific register and tags, which allow easy filtering of registers. In the application, it is then possible to filter the categories we want to send information to and send them directly.

“We don’t go to hackathons with the intention of winning. Our goal is to make the most of these two days, as we see them as an opportunity to learn something new. We have the opportunity to talk to business experts, mentors, and also other competing teams whose experiences push us further,” added team captain Michaela Vavrová about the course of hackathons.

3. place: team K3

The third place was taken by the team named K3, which came up with a system called “All you need is 1”, based on open-source solutions with minimal redundancy, aimed at making employees’ work as easy as possible.

“It was our first hackathon and we are very pleasantly surprised because we didn’t expect to be among winning teams right away. Many thanks also go to the mentors and organizers who were willing to answer every question,” said Filip Kerák.

Challenge

Design a comprehensive IT solution for dynamic and automated creation and filling of registers of legal entities operating in the cultural sector, with options for setting their mutual relationships, scalable for use in the environment of central government authorities.
Bonus task
Consider the possible use of artificial intelligence (AI) elements for data collection and its learning for sorting and cleaning the collected data about cultural subjects.

Challenge

Design a comprehensive IT solution for dynamic and automated creation and filling of registers of legal entities operating in the cultural sector, with options for setting their mutual relationships, scalable for use in the environment of central government authorities.
Bonus task
Consider the possible use of artificial intelligence (AI) elements for data collection and its learning for sorting and cleaning the collected data about cultural subjects.

Challenge - výzvy hackathonu

Výzva pre hackerov

Vytvor IT riešenie pre dynamické vytváranie registrov kultúrnych subjektov, inputov registrov rôzneho druhu a nastavenia ich vzájomného vzťahu.

*Vzhľadom na požiadavku prepojenia novovybudovaného IS na správu a riadenie investičných projektov, musí byť pri návrhu a tvorbe IS riešená otázka interoperability, ideálne formou REST API rozhrania, ktoré bude v budúcnosti možné rozširovať.

Automatizované podávanie žiadostí s prepojením na vydávanie povolení
Možnosť rôznych druhov úhrady dane za vstup s prepojením na účtovný systém a na existujúce databázy
Automatizované vydávanie potvrdení s prepojením na mestskú políciu, finančné oddelenie, kontrolné orgány a automatizované odstránenie zábran pre vstup
Automatizované ovládanie manuálnej zábrany vstupu do historického centra mesta na základe vydaných povolení na vstup, s rozpoznávaním vozidiel, ktoré slúžia na ochranu zdravia, majetku a verejného poriadku bez vydaných potvrdení
Kontrola dodržiavania vstupu, podľa typu vydaného potvrdenia a evidencia dôkazového materiálu pre potreby priestupkového konania
Spracovanie údajov pre potreby rozvoja mestskej časti Bratislava-Staré Mesto: Open data, štatistické údaje
Systém notifikácií porušenia povolenia - podmienok na vjazd pre používateľov aj Mestskú časť Staré mesto
Užívateľsky prijateľné prostredie pre používateľov a zamestnancov

Identification of harmful content using smart technologies
Detection, labeling and fact-checking of disinformation in the online environment
Marking the harmful content on the Internet via an automated system
Validating the information shared on social media

Súčasťou očakávaného riešenia je:

Automatizované podávanie žiadostí s prepojením na vydávanie povolení
Možnosť rôznych druhov úhrady dane za vstup s prepojením na účtovný systém a na existujúce databázy
Automatizované vydávanie potvrdení s prepojením na mestskú políciu, finančné oddelenie, kontrolné orgány a automatizované odstránenie zábran pre vstup
Automatizované ovládanie manuálnej zábrany vstupu do historického centra mesta na základe vydaných povolení na vstup, s rozpoznávaním vozidiel, ktoré slúžia na ochranu zdravia, majetku a verejného poriadku bez vydaných potvrdení
Kontrola dodržiavania vstupu, podľa typu vydaného potvrdenia a evidencia dôkazového materiálu pre potreby priestupkového konania
Spracovanie údajov pre potreby rozvoja mestskej časti Bratislava-Staré Mesto: Open data, štatistické údaje
Systém notifikácií porušenia povolenia - podmienok na vjazd pre používateľov aj Mestskú časť Staré mesto
Užívateľsky prijateľné prostredie pre používateľov a zamestnancov

Identification of harmful content using smart technologies
Detection, labeling and fact-checking of disinformation in the online environment
Marking the harmful content on the Internet via an automated system
Validating the information shared on social media

Program

Piatok – 10. novembra 2023

8:00 – 9:00

Registrácia účastníkov + ranná káva

9:00 – 9:20

Slávnostné otvorenie

9:20 – 9:40
Vysvetlenie zadania a výzvy

9:40 – 10:00
Predstavenie mentorov

10:00 – 13:30

Hackovanie

13:30

Obed

19:00

Večera + networking

20:00 – 00:00

Hackovanie

Sobota – 11. novembra 2023

00:00 – 8:00

Hackovanie

8:00 – 9:30

Raňajky

13:00
Obed

13:30 – 14:30

Workshop: Ako vyhrať hackathon

15:30

Odovzdanie prototypov pre porotu

17:30 – 20:00

Pitch contest súťažiacich + hodnotenie riešení porotou,

20:00 – 21:00

Vyhodnotenie poroty

21:00 – 23:00

Networking

Program

Piatok – 10. novembra 2023

8:00 – 9:00

Registrácia účastníkov + ranná káva

9:00 – 9:20

Slávnostné otvorenie

9:20 – 9:40
Vysvetlenie zadania a výzvy

9:40 – 10:00
Predstavenie mentorov

10:00 – 13:30

Hackovanie

13:30

Obed

19:00

Večera + networking

20:00 – 00:00

Hackovanie

Sobota – 11. novembra 2023

00:00 – 8:00

Hackovanie

8:00 – 9:30

Raňajky

13:00
Obed

13:30 – 14:30

Workshop: Ako vyhrať hackathon

15:30

Odovzdanie prototypov pre porotu

17:30 – 20:00

Pitch contest súťažiacich + hodnotenie riešení porotou,

20:00 – 21:00

Vyhodnotenie poroty

21:00 – 23:00

Networking

Frequently Asked Questions

Who is behind the Hackathon?

The owner of the topics of the Hackathon is Ministry of Culture of the Slovak Republic.

How is the "team" defined?

The minimum of 2 people including a speaker e.g. a person that will present the idea, and understands the business and the challenge; and a tech expert who is able to create a prototype or a clickable version of the application / web / product.

What will happen after filling out the application?

As soon as you submit your application, a member of the hacknime.to team will contact you within 24 hours (either by email or by phone) with further information and the procedure.

Can I be not selected for the hackathon?

If you register after the capacity is full or you will not match the criteria for the participating teams, you will not be chosen as the participant.

What are the selection criteria for contestants? What do I have to fulfill?

The basic scoring scale includes:

Experience in the IT and TECH industry or

Experience in design thinking procedures or

Experience in the so-called sprint procedures, SCRUM master certificate or

Experience in drawing up business plans, new businesses, creating prototypes or MVP or

You are a high school student focused on computer technologies, economics, business or design (both product and digital) or

You are a student of a university focused on computer technologies, economics, business or design (both product and digital)< /li>

If you do not meet any of the above criteria, you can still prove that you have personally participated in at least two hackathons in the past (it is necessary to prove the output of these events)

⇒ If as an adept (or combined your team) meets at least two requirements from the above criteria, you have the right to participate in the hackathon. The more requirements you fulfill, you move up in the ranking.

When is the deadline for registration?

Teams or individuals will be able to register until April 10th, 2023, or until the maximum capacity.

Is there capacity for the attendees?

The attendee capacity is up to 60 people.

How will the best solution be evaluated at the hackathon?

Basic elements of the Solution / POC / MVP / Software:

1. Functionality (description):

Solution / POC / MVP / Software works and meets at least basic user functions

Score from the jury: 1 to 10

2. Completion of the assignment / Relevance (description):

Solution / POC / MVP / Software related to the theme of the hackathon and defined challenges

Score from the jury: 1 to 10

Idea and use cases of the Solution / POC / MVP / Software:

1. Creativity (description):

How creative is the idea of the Solution / POC / MVP / Software?

Score from the jury: 1 to 10

2. Viability (description):

How relevant is the use or use of the Solution / POC / MVP / Software in practice, to solve the given challenge

Score from the jury: 1 to 10

User experience:

1. Intuitiveness / UX Solutions (description):

Is the overall user experience intuitive? Does the Solution / POC / MVP / Software make sense from a user UX point of view?

Score from the jury: 1 to 10

2. Added Value of the Solution / POC / MVP / Software (description):

How quickly will the added value of the Solution / POC / MVP / Software become apparent at first use? Is complex documentation required to understand the Solution / POC / MVP / Software?

Score from the jury: 1 to 10

Implementation:

1. Feasibility (description):

Does the Solution / POC / MVP / Software really work? Is the Solution / POC / MVP / Software easy to scale? The potential of the solution to be actually implemented with the resources that are actually available

Score from the jury: 1 to 10

2. Uniqueness (description):

How is the Solution / POC / MVP / Software Original? Is it something that has not been done before, unique even compared to the competition?

Score from the jury: 1 to 10

Presentation

Quality of presentation, visual page, content, presentation of information in an interesting form

Score from the jury: 1 to 10

Total score will determine the winner

What happens if the participating team comes to the hackathon with a pre-prepared solution?

The organizer and owner of the hackathon theme has the motivation to bring, based on the innovative hackathon event, new solutions for our company, improvement of existing available solutions or otherwise innovate the current state. The competition team can come to the hackathon with a ready-made solution, but it must be visibly demonstrated that, thanks to the hackathon, consultations with mentors and experts, the transformation of its ready-made solution into the final form for the requirements of the Topic Owner took place.

Is there a fee for attending the hackathon?

Participation is free of charge. All costs are covered by the organizer.

Can the hacking continue during the night?

Yes, participants will be allowed to continue hacking during the night.

What is required from the attendee and what will be available in the premises?

Each participant needs to bring his / her own laptop or any other hardware that he / she needs to work on challenges. Other things will be provided by the organizer such as WiFi, food for the whole day (buffets, breakfast, lunch, dinner, snacks and drinks).

Is there any catering during the event?

The hackathon organizer guarantees full meals and snacks throughout the entire event in the form of buffets. Drinks are provided as well.

What will happen after the hackathon in case I win?

Winning teams will have a chance to participate in the development and implementation of the solution in cooperation with the topic owner.

What does it mean to win a hackathon and what are my requirements afterward?

The winning teams enter into a licensing agreement for their solutions developed during the hackathon (the license applies only to what was created during the hackathon). This is a non-exclusive license that is limited to the territory of the Slovak Republic and is unlimited in time. This means, it does not limit the author at all in the dissemination of his work as part of his commercial activities. On the contrary, the owner of the topic (always a public administration institution) is authorized to distribute the license in the interest of the economy within public institutions. The author remains the owner of the work, the owner of the topic has only such a non-exclusive license. In addition, if the winning teams do not agree on the implementation of the winning solution with the Theme Owner, the winning prize money may not be returned to the Organizer.

List of Mentors and Experts

From an early age, he was drawn to information technology. Throughout his professional career, he led IT teams for international companies such as CBC Health based in Lucerne, Switzerland, and IMP net s.r.o. based in Brno, as well as for local Slovak companies. Currently, he works as an IT analyst at the Ministry of Culture of the Slovak Republic. At the age of 35, he graduated in law, but he never lost his lifelong passion for software and continues to pursue it. He values order in things, enjoys leading and motivating colleagues, and advocates for continuous improvement for all.

For most of his career, he has been dedicated to information technology, leading IT departments of several companies. Currently, he serves as an IT project manager at the Ministry of Culture of the Slovak Republic in the section of project management and informatics. He graduated from the Faculty of Mechanical Engineering at the Slovak University of Technology and the Faculty of Mathematics, Physics, and Informatics at Comenius University. Martin's primary goal in the field of IT is working on information systems and supporting infrastructure, particularly their development, optimization, and interoperability with other systems.

Michaela has been working as a data analyst at the Institute of Cultural Policy at the Ministry of Culture of the Slovak Republic for the fifth year now. In the past, she gained work experience at the Divadelná Nitra festival and the Telč Summer Fest. She holds a Doctorate Magistrale degree from the Italian university Università Cattolica del Sacro Cuore in Milan, specializing in economics and management of arts and culture. She further deepened her knowledge through doctoral studies in the field of culture at Comenius University in Bratislava.

Tomáš is dedicated to business process analysis, UX design, and software, web, and mobile application prototyping in the UX company jabono. Additionally, he works as a consultant for the mass deployment of Apple technologies in schools and businesses. Currently, he is working at MIRRI on prototyping designs for selected citizen life situations and expanding the ID-SK design system.

Marek is a passionate expert in digital technologies with deep knowledge in cloud solutions and process automation. He focuses on designing and implementing innovative IT solutions that enhance efficiency and security within public administration. His work involves developing and optimizing technological processes and systems to support the digitization and modernization of services for citizens. Marek is known for his professional approach and ability to tackle complex challenges, making him a valuable member of any project team.

Roman has over 18 years of experience in IT. Currently, he works as a cloud architect in the Department of Technological Architecture Management at MIRRI SR. His responsibilities include designing and managing solutions for government cloud services, communicating with all parties involved, and coordinating technological architecture. Roman also defines and guides the principles and direction of the government cloud and conducts reviews of solution proposals and architectural approaches. Additionally, he serves as the chairman of the working group on strategic priorities for informatization for the government cloud.

Tomáš decided to elevate his design career in 2016 and fully immersed himself in the world of UX. Over the years, dozens of projects have passed through his hands, ranging from simple websites to corporate enterprise systems and even governmental solutions. Tomáš grew with the help of the design community and still acknowledges its power today. Therefore, he actively supports it by organizing events and conferences. In addition to mentoring designers, he dedicates his free time to volunteering in organizations such as SUXA or slovensko.digital.

Štefan is a key figure in the IT sector with deep specialization in cybersecurity, GDPR regulation, and legal aspects of IT. His expertise covers a wide range of activities, including the creation of IT architectural solutions, development processes, migration, and consolidation of applications. He also has experience in building and leading strategic and implementation teams, mastering ITIL processes, managing operational and investment budgets. He currently holds the position of IT architect at the Office of the Government of the Slovak Republic. Previously, he worked as architect of information technologies in the Dr.Max pharmacy network and a senior consultant at Datalan. His experience also includes the position of Enterprise Architect at SPP, a.s., where he defined IT architecture for data centers, BCM, licenses, call centers, SAP, archiving, backup, storage, and identity management.

Peter is a fan of digital technologies and innovations. He is actively engaged in designing and developing web applications, portals, online solutions, as well as online marketing. At MIRRI, he is currently working on creating functional prototypes for citizens’ real-life situations and collaborating on projects aimed at developing IT systems for public administration. In the past, he worked for an extended period in the telecommunications sector. There, he was involved in online marketing, managing and developing online sales, optimizing and automating sales processes, and designing and creating online and e-commerce solutions.

Andrea vyštudovala Filozofickú fakultu UK, pôsobila v štátnej správe pri vytváraní systémov pred vstupom Slovenska do EÚ, či rôznych druhov komunikačných stratégií štátnych inštitúcií. Od roku 2002 pôsobí ako lektorka k téme podpora participácie občianskej spoločnosti a zapájanie sa do tvorby verejnej politiky, prednášala v krajinách Západného Balkánu a Východného partnerstva (Bielorusko, Moldavsko a Gruzínsko). Od roku 2017 vedie občianske združenie Digitálna inteligencia. digiQ má vo svojej vízii aktívnych a digitálne inteligentných občanov, zameriava sa na digitálne občianstvo a ochranu ľudských práv online, využíva participatívny prístup a pri hľadaní riešení spoločenských problémov preferuje prístup ponúkajúci riešenia a minimalizujúci paniku a šírenie strachu.

Absolvent Právnickej fakulty Univerzity Komenského v Bratislave. Od roku 2003 sa na Úrade pre finančný trh (ÚFT) podieľal na zavádzaní druhého dôchodkového piliera dôchodkového zabezpečenia na Slovensku. V roku 2004 sa stal riaditeľom Odboru dôchodkového sporenia ÚFT. Mal na starosti výkon dohľadu nad druhým a tretím dôchodkovým pilierom a transformáciu doplnkových dôchodkových poisťovní na doplnkové dôchodkové spoločnosti. V Národnej banke Slovenska zodpovedal za metodiku kapitálového trhu, dôchodkového sporenia a pripravoval reguláciu finančného sprostredkovania. Od septembra 2014 riadi odbor ochrany finančných spotrebiteľov v NBS. Od roku 2020 je zodpovedný aj za projekt podpory finančného vzdelávania 5peňazí.

Počas svojho 11-ročného pôsobenia ako výkonná riaditeľka občianskeho združenia AkSen viedla Jarmila seniorov k rozvíjaniu ich počítačových zručností, ale aj k rozvoju kreatívnych, športových, vzdelávacích a poznávacích záujmov. Pomohla iniciovať Univerzitu tretieho veku pre seniorov v Piešťanoch, viedla školenia počítačových zručností pre seniorov, viedla projekt Vzdelávanie seniorov v meste Piešťany v spolupráci s MU Piešťany, kde zabezpečovala školenia IT zručností pre seniorov s externými lektormi. AkSen má aj vďaka jej práci dnes viac ako 2300 členov po celom Slovensku. Pred odchodom do práce v treťom sektore pôsobila ako riaditeľka sekcie zákazníckej podpory v spoločnosti Elanor, kde riadila projekty implementácie outsourcingu riadenia ľudských zdrojov vo veľkých spoločnostiach. Pracovala pre desiatky firiem na Slovensku aj v zahraničí a školia stovky užívateľov počítačov a aplikačných programov. Jej osobnou záľubou je hudba, klavír, tibetské misy a psy. Venuje sa muzikoterapii a 6 rokov intenzívne vykonávala canisterapiu. Rada vytvára nové projekty a plní seniorom ich detské priania.

Peter sa dlhodobo venuje komplexnému navrhovaniu, dizajnu a vývoju webových aplikácií, portálov a e-commerce riešení a taktiež online marketingu. V rámci MIRRI aktuálne pôsobí na Oddelení digitálneho ekosystému ako produktový manažér, kde sa podieľa na projektoch zameraných na rozvoj IT systémov verejnej správy.

V súčasnosti pracuje na MIRRI ako produktový manažér na oddelení Digitálneho ekosystému občana, kde sa venuje vývoju centrálnych informačných systémov a zlepšovaniu digitálnych služieb pre občana. V minulosti pracovala najmä v B2B sektore pre spoločnosti ako United Business Media a Informa Markets v oblasti produktového vlastníctva, marketingu a organizácie medzinárodných veľtrhov v Európe, Číne a Indii.

Milan pracuje ako manažér Innovlab Startup Centra Deutsche Telekom IT Solutions a je absolventom Fakulty elektroniky a informatiky (TUKE). Ako sám hovorí, je rád, že sa počas hackathonu bude môcť podeliť o svoje viac ako 12-ročné manažérske skúsenosti v IT priemysle najmä s projektmi výskumu a vývoja a službami softvérového inžinierstva pre klientov z Veľkej Británie a USA so startupmi a mladými podnikateľmi. V Innovlabe sa zameriavajú na najnovšie technológie a trendy v oblasti Telco a Health. Čo im umožňuje spolu s partnermi vytvárať perspektívne a zmysluplné inovácie. Spájajú startupy s ich B2B partnermi, aby tak spoluvytvárali inovatívne riešenia a obchodné príležitosti pre všetky zúčastnené strany.

Miroslav sa od roku 1994 venuje organizovaniu a riadeniu ďalšieho vzdelávania na STU a od roku 2004 v rámci Inštitútu celoživotného vzdelávania STU. Pôsobil ako promotor projektu Grundvig a ako expert EÚ na oblasti e-learningu, celoživotného vzdelávania a karierového poradenstvo. Bol prezidentom AIVD. V súčasnosti je aj lektorom Univerzity tretieho veku STU a vedie tam tri programy zamerané na využitie počítačov a aplikácií.

Patrí medzi hlavných lídrov v tíme ORANGE čo sa týka komerčných inváciií. Jeho expertíza siaha naprieč širokým spektrom od manažmentu ľudí až po technológie.