class SazzadIbnaMahfuz: location = "Helsinki, Finland ๐ซ๐ฎ" university = "HAMK University of Applied Sciences" degree = "BEng ICT & Robotics (EQF Level 6)" certifications = [ "Universal Robots e-Series Pro Track โ ", "Universal Robots e-Series Application โ ", "Universal Robots e-Series Core โ ", "Cisco CCNA: Introduction to Networks โ ", "Robocorp Python Automation โ ", ] interests = ["Collaborative Robotics", "RPA", "IoT", "Machine Vision", "Networking"] languages = {"Bengali": "Native", "English": "C2", "Finnish": "Learning ๐ซ๐ฎ"}
๐ญ PLC Control Systems
Beckhoff EtherCAT PLC with TwinCAT state machine controlling a Dobot MG400 robot arm pick-and-place, LM35 temperature supervision, and refrigerator control VISU.
๐๏ธ Machine Vision Pipeline
OpenCV segmentation pipeline: RGB channels, CLAHE + Otsu thresholding, morphology, connected-component detection, and cameraโrobot homography mapping for Dobot MG400.
๐๏ธ Student Course Registration DB
Full relational database: 7-entity ER diagram (Crow's Foot), 3NF normalisation, MySQL DDL/DML with JOINs, GROUP BY, subqueries, and an interactive SQL console demo.
KNN vs Gaussian Naive Bayes on IBM HR dataset (1470 employees). K-optimisation loop, confusion matrices, StandardScaler, and model comparison dashboard. Best: 85% accuracy at k=7.
๐ก๏ธ IoT Smart Environment Monitor
Real-time IoT dashboard tracking temperature, humidity, CO2 and light with live chart updates and threshold alerts.
Interactive 3-DOF planar robot arm with forward & inverse kinematics solver, joint controls and real-time animation.
Robocorp-style process monitoring dashboard with live task tracking, success rates, event logs and throughput charts.
Drag-and-drop network topology builder with Dijkstra shortest-path routing, ping simulation and routing table viewer.
Robotics & Automation
Universal Robots Robocorp RPA Machine Vision
Programming & Systems
Networking & IoT
| Certification | Issuer | Year |
|---|---|---|
| ๐ค e-Series Pro Track | Universal Robots Academy | 2025 |
| ๐ค e-Series Application Track | Universal Robots Academy | 2025 |
| ๐ค e-Series Core Track | Universal Robots Academy | 2025 |
| ๐ CCNA: Introduction to Networks | Cisco / HAMK | 2025 |
| ๐ Python Automation | Robocorp | 2024 |
| ๐ก๏ธ Occupational Safety Card | Finland | Valid to 2030 |
| ๐ Data Science with Python | Simplilearn SkillUp | Nov 2023 |
| ๐๏ธ Software Architecture | Udemy | Nov 2023 |