Interactive Machine Vision dashboard using Python, OpenCV, RoboDK, homography mapping, segmentation pipelines, and robot-camera calibration.
IoT project 2023 - Micro controller code and libraries used
Interactive database design and SQL learning system featuring ER modeling, normalization analysis, relational schema visualization, MySQL query simulation, and student course registration management.
Team Insiköörit versus the world (of AI and Machine Learning). HAMK 2024
HAMK - Mobile Programming Course's assignments, notes and other testings.
HAMK Riihimäki's frontend web development -course's assignments
Interactive 3-DOF robot arm kinematics simulator developed using JavaScript and HTML5 Canvas. Demonstrates forward and inverse kinematics, real-time robotic motion visualization, workspace analysis, trajectory animation, and interactive target-based control for robotics education and simulation.
Delivery driving game inspired by games like Trackmania and Crazy Taxi. Developed as a part of HAMK Riihimäki's Game Development course.
Interactive network topology analyzer and visualization tool designed for CCNA networking concepts. Features dynamic node creation, routing simulation, Dijkstra shortest-path algorithm, ping animation, topology management, and real-time network device analysis using HTML5 Canvas and JavaScript.
Modern robotic process automation (RPA) monitoring dashboard inspired by enterprise automation systems. Built with JavaScript and Chart.js to simulate workflow execution, bot monitoring, task analytics, exception tracking, live logs, KPI visualization, and process performance management.
Interactive ML dashboard for employee attrition prediction using KNN and Gaussian Naive Bayes with HR analytics, confusion matrices, and real-time visualisation.
Industrial PLC control systems simulation developed with TwinCAT 3, Beckhoff EtherCAT, and Structured Text (IEC 61131-3). Features robot–PLC handshake communication, process state machine visualization, refrigerator temperature control, live I/O monitoring, and fault handling.
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