Amir hossein Binesh
CE Department, Sharif Uni. of Tech., Tehran, Iran
ah.binesh@ce.sharif.edu
Skills
Programming Tools and Languages:
C++
C
Python
Git
Verilog
Design Patterns
Doxygen
Assembly
Matlab
Embedded Systems:
Arduino Framework
Free RTOS
Platform IO
Linux:
Bash
Network
MySQL
Docker
Apache / Nginx
Node-Red
Mosquitto MQTT Broker
ML Frameworks:
PyTorch
TensorFlow
IoT:
ESP32
Raspberry Pi
Nvidia Jetson
Teensy
Others:
Simulink
Microsoft Project
Microsoft Visio
PIC microcontroller
Atmega 32 microcontroller
Xilinx Spartan 6
WebPage Views
Free Web Counters
Education
Sharif University of Technology, Tehran,
Iran
Fall 2023 - Present
MSc of Computer Architecture @ Computer Engineering Department
Beheshti High School - Affiliated with NODET,
Sabzevar, Khorasan Razavi
2016
Diploma of Math and Physics
Experiences
Mapna MD-2
Aug 2022 - Aug 2023
Machine Vision R&D Expert
- PPE violation detection:
- Date collecting, cleaning, augmentation and labeling
- Model training and evaluation (YOLOv5 & YOLOX)
- Box matching for people and equipment
- Object tracking using Strong Sort to ensure occlusion resistant results.
- Full body pose estimation of personnel using pretrained Detectron2.
- Automatic stationary or moving hazardous zone detection around dangerous places or vehicles.
- Full body pose estimation of mobile crane for exclusion zone estimation in lifting operations.
Nove
Feb 2020 - Aug 2022
IoT R&D Expert
Projects:
- DP-Lamp smart air purifier
- NOVE IoTin IoT platform
Other Projects
Bluetooth A2DP audio streamer with I2C mems microphone, I2C LED display, Battery management and deep sleep mode, OTA update and IIR real time filter (freelance)
Temperature and humidity controlled chamber for concrete material heat and moisture transfer analysis using ESP32, 16 DHT22 sensors over multiplexers, controlling environmental variables using 7 relays over shift registers, 2.8 inch SPI LCD + online logging over WiFi to php server (freelance)
