The main scope of my working/experinece area includes process modeling in the field of advanced numerical algorithms including:

├── [Biomedical Signal Processing]                 ( from embeded  do Machine learning solutions) 
│      ├── ECG DSP                                -> ISO EN 60601-2-47,-2-27, -2-25 +ISO 14971 
│      ├── EEG DSP                                -> events/feature extraction  
│      ├── other: SPO2,blood glucose      
│    
├─── [Control Design and process simulation]      - 
|      ├──Advanced control algorithms             
|      ├──identification & optimization          
|      ├──Phsical process modeling                -> Mechanics, mechatronics suytems, Vibration analysis, dynamic simulations 
|
├─── [DSP and IP procesing]
|      ├─data acquisition and analysis,statistical and spectral analysis     
|      ├── filters design and simulations         
|      ├── object feature extraction, detection and tracking                   
|      ├─ audio processing   
|
├─── [Machine learning and Deep learning]          (Supervised vs Unsupervised methods)      
|      ├─ Time series forecasting
|      ├─ classification, feature extraction
|
├─── [ mechatronic and embedded systems ]          
|      ├─ ESP32 + IOT 
└──  

Below you will find some example screens shots (some commercial projects not presented):

	seizure episodes detection and attack predictions

	Lidar Data/Immage segmentations - feature image segmentation for lakes, rivers, roads ( length, area calculation)

	Damage detection/segmentation on bandage line production - separate parameters configurations for burst material and double interlacing -segmentation in in the presence of heterogeneous light (shadows)

	labview app for keller pressure sensors testing Modbus RTU, noise filters design, full settings and sensor control

Universal PID Controller platform: - platforms/interfaces: easy implementation as hardware/soft platform (ESP MCU family, Raspberry PI, web server,(4 or 5 key keyboard, OLED (0.91/0.92) with multilevel menu and multiple views, UART inteface for HMI Control/), - PID, On-Off control, antiwind-up, Man/Auto bumpless selector -Setpoint processing: user/external setting, Curve generation, alarms -PV processig, thermocouple K,J calculation, alarms, - CV processing: PWM , Relay output, alarms

	ECG WIDGET MONITOR (in progress) - Hi/Low BPM color alarm intidaction - sinlge/muliple ECG lead plot selection