11/02/2026 updated

SZ
100 % available

Senior Software Architect & Team Lead | Data Science, Embedded Systems, HPC & Cloud

Tel Aviv, Israel
Only remote
M.Sc EE Data Science / Statistical Signal Processing & Communication
Tel Aviv, Israel
Only remote
M.Sc EE Data Science / Statistical Signal Processing & Communication

Profile attachments

Shuki_Zanyovka_CV.pdf

Computer Vision
Embedded Systems & Low-Level Software Development
Expert-level knowledge in embedded systems and Linux kernel development, with hands-on experience designing and implementing low-level software for communication chipsets, SWIR image sensor systems, and HPC acceleration hardware using C, Modern C++, and Python.

High-Performance Computing (HPC) & Distributed Systems
Deep expertise in high-scale development of distributed applications and HPC infrastructure, including profiling tools and AI models for analyzing distributed HPC applications such as WRF, CFD, and LAMMPS, with contributions to open-source projects like OpenUCX, OpenMPI, and ScoreP.

Data Science & Machine Learning
Strong background in Data Science and ML, including training Computer-Vision YOLO v4 models, developing DNN models on Kaggle datasets, and working with frameworks such as TensorFlow, Keras, PyTorch, Sklearn, Pandas, NumPy, and OpenCV.

Cloud Productization (AWS)
Experience in cloud productization of HPC and AI applications within AWS Cloud environments, including high-scale development of distributed applications and infrastructure using C++, Python, and MPI.

Software Architecture & System Engineering
Extensive experience as a Software Architect and System Engineer, leading multidisciplinary teams and driving the productization of complex systems across automotive, industrial, and cloud domains.

Programming Languages: Python, Modern C++, C, Perl
Proficiency in multiple programming languages including Python, Modern C++, C, and Perl, applied across embedded, HPC, cloud, and data science projects over 15+ years.

ML Architectures & Deep Learning
Knowledge of various ML architectures including Fully-Connected networks, CNN, YOLO, and Transformers, applied in real-world computer vision and data analysis tasks.

Operating Systems & Standards
Linux kernel expert with experience on Windows, RTOS, and AUTOSAR platforms, adhering to industry standards such as MISRA for safety-critical software development.

Wireless Communications & Signal Processing
Academic and professional background in wireless communications, signal processing, and digital radio systems (TDMB/DAB/DVB-T2), supported by an M.Sc. in Electrical Engineering specializing in Data Science, Signal Processing, and Communications.

Experience

Professional experience10+ years
Freelancer since2025

Languages

EnglishFluent

Project history

Consultant

Consultant
Consulting in System Engineering, System and Software Architecture, Data Science, Cloud, and Embedded Systems.

Software Team Lead

TriEye, Israel
Led the low-level software team developing cutting-edge SWIR image sensor systems for Automotive and industrial markets using Modern C++, C, and Python. Played a major role in bringing multiple products to production level including Automotive SWIR imaging systems, SWIR industrial cameras, and Xilinx FPGA-based image processing systems. Also improved development processes.

Senior Software Engineer

Amazon Web Services (Annapurna Labs), Israel
Cloud productization of HPC/AI applications. High-scale development of distributed applications and infrastructure in AWS Cloud environment using C++, C, Python, and MPI.

Software Engineer

NextSilicon, Israel
Worked on a state-of-the-art HPC acceleration system (SoC). Designed and implemented data acquisition and analysis tools for NextSilicon's HPC chipset using Python, Modern C++, and MPI.

HPC and Networking Software Architect

Toga Networks (A Huawei subsidiary), Israel
Developed profiling tools and AI models for collecting performance data and analyzing highly distributed HPC (MPI) applications such as WRF, CFD, and LAMMPS. Contributed to open-source libraries and tools including OpenUCX, OpenMPI, and ScoreP (VI-HPS).

Embedded SW Tech Lead

Autotalks, Israel
Designed and developed the low-level software of Autotalks' V2X communication chipset using C++, C, and Python.

Software Engineer

Siano Mobile Silicon, Israel
Developed software for digital radio (TDMB/DAB/DVB-T2) in Automotive products using C++ and C.

Software Engineer

DOV-e (Startup), Israel
Created an NFC-like solution over audio for smartphone payments as part of the founding team.

Software Engineer

Marvell / PMC-Sierra, Israel
Software engineering role at Marvell / PMC-Sierra, Israel.

Communications

Military Service
Military service in Communications.

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