Dora Krznaric

Skills

• UX/UI Design: Proficient in Figma, InVision Studio, Adobe XD, and Illustrator, specializing in user-centered design for applications like Västra Götalandsregionen app and Zoezi business system
• Linux & PrivateGPT Development: Installed and configured PrivateGPT on Linux (WSL) with GPU support, managing the installation and optimization of Python environments and handling GPU acceleration for AI workloads
• Back-end Development: Database Management & Web Development: Strong proficiency in SQL, MySQL, PostgreSQL, and PHP, developing scalable databases and optimizing web applications
• AI & Machine Learning: Integrated GPT models using GPU acceleration, developing private AI systems and ensuring high performance for local inference tasks Skilled in optimizing AI workloads and model tuning on Linux systems
• Advanced Querying & Optimization: Designed and implemented optimized data queries, ensuring efficient performance in high-load environments for real-time applications
• Cloud Technologies & Infrastructure: Deployed cloud-based solutions using AWS RDS and Azure SQL Skilled in database migration, security, and integration for large-scale web applications
• WebGL & Threejs: Gained proficiency in developing 3D interactive web content using WebGL and Threejs, enabling users to interact with 3D models directly in the browser Created a landing page for an espresso machine, allowing users to zoom, rotate, and explore clickable information points
• JavaScript for 3D Interactions: Utilized JavaScript to handle dynamic interactions such as rotating and zooming 3D objects, as well as adding hotspots for additional information, ensuring an immersive and intuitive user experience
• Front-end Development: HTML5 & CSS3 for Responsive Design: Built responsive, visually appealing web pages incorporating 3D elements Used HTML5 and CSS3 to ensure cross-browser compatibility and accessibility while maintaining fluid interactions on various device sizes
• 3D User Experience & Interaction Design: Applied UX principles in a 3D environment to design seamless interaction points, creating engaging user experiences Focused on making complex 3D models user-friendly, allowing users to click on various parts of the espresso machine to reveal more details interactively

• Real-time Rendering Optimization: Implemented strategies to optimize the performance of real-time 3D rendering, ensuring smooth navigation and interaction even with complex 3D models
• Intelligent Agents: Developed knowledge in designing intelligent agents capable of autonomous decision-making and problem-solving
• Search Techniques: Implemented both blind search and heuristic search algorithms to solve complex AI problems
• Logic & Knowledge Representation: Gained skills in propositional logic, predicate logic, and knowledge-based systems, including the use of resolution for logical inference
• Probabilistic Reasoning: Applied probabilistic logic and worked with Bayesian networks to handle uncertainty in decision-making
• Machine Learning: Experience in decision tree learning, linear regression, and neural networks, understanding their application in real-world problem-solving
• Cybersecurity: Knowledge of network protocols, firewalls, and VPN technology, with experience in securing systems through risk assessments and implementing security solutions to protect against cyber threats
• Service Design & Process Optimization: Improved user experiences through service design principles, enhancing workflows for projects like Zoezi system and Västra Götalandsregionen app
• Problem Solving & Empathy: Applied design thinking and empathy to address user pain points, delivering practical solutions that meet business and user needs
• Communication & Presentation: Comfortable presenting complex design and technical information to stakeholders, such as in Agricam dashboard and Zoezi system