RESUME
WORK EXPERIENCE
techXflow d.o.o. (November 2023 - Present)
Position: Artificial Intelligence Engineer
Technical School Čakovec (September 2018 - November 2023):
- Self-employed
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Core services:
- Software Development: Python, SQL, JavaScript (React)
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Generative AI:
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Large Language Models (LLM):
- ChatGPT
- Claude
- Gemini
- Open-source models
- Retrieval Augmented Generation (RAG)
- AI agents
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Large Language Models (LLM):
- Data Engineering: ETL (Extract, Transform, Load) pipelines
- Cloud Platforms: GCP and AWS
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Project Development: Incorporation cutting-edge
AI/ML technologies into practical applications.
- Web-based Platform/AI-Powered Energy Assistant
- Educational Assistant App Study Buddy
- More Projects Details
- Continuous Learning: Actively pursuing ongoing education in the latest AI/ML technologies and trends to ensure the integration of state-of-the-art solutions in my work.
- More Details: techxflow.xyz
Position:Teacher & Head of the Regional Competence Center
Previous Experience(June 2006 - July 2018): - Led Comprehensive Lectures and Workshops: Covered a wide array of subjects, including coding (Python, embedded C++), embedded systems, automation, robotics, and business communication.
- Promoted a Culture of Experimentation: Fostered a learning environment that encouraged trying new things, practical application of theoretical knowledge, and viewing mistakes as essential learning steps.
- Developed Project Skills and Implementation: Guided students in acquiring project management and implementation skills, ensuring they could translate classroom learning into real-world solutions.
- Innovative Teaching Methods: Continually refreshed teaching strategies to incorporate new, practical approaches, focusing on hands-on experience and the development of practical skills essential for future challenges.
- Chair of the school's Electrical Engineering Council
- Played a prominent role in the implementation of two EU projects (EBRD - European Fund for Regional Development, ESF - European Social Fund) valued at €7.5 million
- Spearheaded multiple project-based initiatives such as drafting procurement specifications, organization of events, educational visits, partnerships
- Played key roles including Leadership in International Projects & Sales, Agency Director, Licensed Designer, Electrical Systems Designer, and Development Engineer, contributing to a broad range of projects.
FORMAL EDUCATION
Faculty of Organization and Informatics, Varaždin (2017 – 2018)- 56 ECTS
- Specialization: Teacher Education (Pedagogical/Psychological/Didactic/Methodical)
- GPA: 4.55/5
- University Specialist of Strategic Entrepreneurship, 60 ECTS
- Thesis: Leadership in Social Responsibility & Social Entrepreneurship
- GPA: 4.6/5
- Graduate Electrical Engineer (Industrial Electronics), 274 ECTS
- Thesis: Multichannel Receiver for Surface Electromyography
- GPA: 4.15/5
Awards: 1st (3x) & 3rd (3x) in County Mathematics Competitions (13-18 years)
INFORMAL EDUCATION
Coursera
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2024 - DeepLearning.AI: Data Engineering -
Professional Certificate
link
Singularity University
- Exponential Foundations Series – Online education about upcoming technologies and potentials
Udemy courses
- Google Cloud Platform(GCP), AutoML and VertexAI on GCP, LLM Fine Tuning on OpenAI, LangChain,Dart&Flutter 3, OpenAI Python API, Deep Learning, SQL, Math for Data Science, Machine Learning & Data Science, Django Full Stack Web, Raspberry PI Full Stack, The Fundamentals of Digital Marketing, Python, Fusion 360
Other online educations:
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Vector Databases, Building and Evaluating Advanced RAG, AI
Applications with Gradio, Open Source Models with Hugging Face,
LangChain, LlamaIndex, Unstructured data, Multi-AI agents
frameworks
Educational courses completed within the regional competence
center:
- Education on didactic equipment for renewable energy sources (Gunt, Hera, Lexsolar), automation (Lucas Nuelle), collaborative robots (Universal Robots)
- Leadership and teacher education
PROJECTS
Projects
- Web-based Platform/AI-Powered Energy Assistant
- Educational Assistant App Study Buddy
- Machine learning manual based on Kaggles Titanik dataset
- Robotic arm system with Python GUI on Raspberry PI.
- ComfortClick-based home automation with integrated security and adaptive heating (KNX & Modbus).
- Raspberry PI web server for environmental data visualization.
- 3D printed foldable drone with betaflight.
MEMBERSHIP AND LICENSES
- Croatian Chamber of Electrical Engineers (Membership status: on hold)
- Electrical Installation Licensed Designer
- Licensed Energy Certifier (2013-2016)
LANGUAGES
Croatian: Native proficiency
English: Advanced proficiency
German: Advanced proficiency
English: Advanced proficiency
German: Advanced proficiency
TECHNICAL SKILLS & TECHNOLOGIES:
- Development Environments & Version Control: Visual Studio Code, Cursor, Jupyter Notebook, Git/Github, Claude Sonnet 3.5
- Cloud Computing & Containerization: Google Cloud Platform(GCP), AWS, Firebase, Terraform, Docker
- Programming Languages: Python, Dart, SQL, HTML, CSS, JavaScript, Embedded C++, Cypher
- AI/LLMs, Platforms & Frameworks: ChatGPT, Claude, Gemini, Open Source Models, LangChain, Llamaindex, HuggingFace, crewAI, Multi-AI-Agenten-Frameworks, LangGraph, LangSmith
- Data & Vectorbases: Firestore, SQLite, PostgreSQL, Weaviate, ChromaDB, Neo4j
- Data Engineering: ETL pipelines (batch and streaming), Prefect, GCP Workflows, Airflow, dbt, great expectations
- Frontend & Backend Development Technologies: FastAPI, Flask, React (Joy UI), Flutter, Bootstrap
- APIs & Integrations: ChatGPT, Claude, Gemini, REST APIs, WebSockets
- Hardware & Systems: Microcontrollers (Arduino, Raspberry PI, ESP8266)
- Design & Modeling: AutoCAD, Fusion 360, Cura
- Automation & Control: Siemens Logo, Lucas Nuelle's Labsoft, UR robots
ADDITIONAL INFO
- Driver's license