Konvero Karmatec

It's all about AI on the Edge

Netanya, Israel

Company

2-5 Employees

Contact

ABOUT

AI on the edge solutions and embedded services:

● 20 years of proven experience in Embedded Systems
● 10 years of proven experience in CV/AI

● AI on the edge solutions
● Embedded: Linux Drivers, BSP bring up, Yocto, Android, Bootloaders
● Algorithms: Computer Vision and AI/ML, analysis and optimization
● Expertise: NXP iMX8 family, Nvidia Jetson family, Qualcomm 865/855, Xilinx Zynq/MPSoc

KVK project portfolio:
● Embedded project for Xsight Labs
○ iMX8M Mini SOM (Compulab) based board bring up
○ Customizing Ethernet PHY, RGMII, I2C, SPI, QSPI drivers

● AI analysis and optimization for Bright Way Vision
○ Customizing YoloV3 detector for custom gated imaging sensor

● Algorithm analysis and optimization for Insoundz
○ Optimizing customers algorithms for Qualcomm Snapdragon 865
○ Utilizing CPU, GPU and DSP engines

● Embedded project for Elbit Systems
○ iMX8M Plus SOM (Variscite) based board BSP design
○ Customizing M4 interconnect, secure boot, MIPI and QSPI drivers
○ Utilizing GPU for algorithm optimization

● Embedded project for SCD
○ MIPI Camera bring-up for Nvidia Jetson TX2

● Embedded project for Mobileye
○ Leading developer + team lead of 2-3 people
○ Custom OTA protocol implementation
○ Atmel AT91 processor
○ Full documentation package

● Embedded projects for K&S Systems
○ Leading team of 2-3 people
○ STM32F4 embedded firmware
○ Windows application control GUI
○ Complex mathematics and signal processing logic

● Embedded projects for Biosense
○ Leading developer + team lead of 2-3 people
○ Linux Drivers, Xilinx MPCore, Integration with FPGA programic logic
○ OpenAMP communication layer between FreeRTOS and Linux in C++
○ Restructure of C++ code across different processing units and different OSes to maximize total processing capability of the SOC
○ Full documentation package

● Embedded projects for Innoviz
○ Leading developer + team lead of 2-3 people
○ MIPI to Ethernet high speed bridge
○ GMSL2, MIPI, SPI, I2C, GPIO, GPRMC time sync
○ Distributed software across FreeRTOS on Cortex-M4 and Linux on Cortex-A53
○ Node.j web server backend
○ Software update, secure boot
○ Full documentation package

● Embedded project for Atomation
○ TI OS, driver for cellular CAT-M

LANGUAGES

Hebrew

Native or bilingual proficiency

Russian

Native or bilingual proficiency

English

Full professional proficiency

SKILL DETAILS

Blockchain & CryptoCurrency

300 ₪ / hr

Blockchain

Experience in mining optimization, distributed mining and cryptographic application optimization (symmetric/asymmetric, key exchanging/derivation/revocation)

Technology

300 ₪ / hr

Quality Assurance, Software Testing & QA

Tech General, Other

UNIX, Linux

10 years of Experience in Linux device drivers

Real-Time / Embedded / DSP

1) Debugging drivers in chip simulation environment
2) Integrating RPMSG communication layer between different DSP cores in FPGA

Internet of Things / IoT

1) IOT project for startup - development of Telit NB-iOT driver and sensor integration packages
2) IOT project for startup - development of complex Geo-phone feedback system with step motors control on STM32 platform

Virtual Reality, VR

3D reconstruction project for industrial company

AI, Artificial Intelligence

18 years of experience in embedded and computer vision programming
Proven experience in neural network optimization on embedded hardware

Machine Learning

1)Optimizing ADAS neural network on TI TDA3xx processor for automotive startup
2)Performance improvement of YoloV3 based pipeline for Nvidia T4 and RTX2080 (Nvidia DeepStream SDK, Gstreamer plugins)
3)Optimizing image processing and AI pipelines for custom neural network architecture on GTX 1080 (Tensorflow, OpenCV, Shaders)
4) Optimizing SegNet-based segmentation network for mobile GPU units on Renesas R-Car H3/M3 (Caffe, Yocto)

Computer Vision

18 years in real-time embedded, 5 years in computer vision field