אלון ט

הרצליה, Israel

Freelancer

2 Reviews

Contact

ABOUT

Researcher, Algorithm & Software Engineer, M.Sc. Electrical and Computer Enginnering
Email: alonoak@outlook.com
Tel.: +972-54-4765829
Linkedin: https://www.linkedin.com/in/alon-tairy-27284690/

A multi-disciplinar algorithm and software specialist with over 15 years of experience in research, design, and development of applications for a variety of industries, including military, civilian, and biomedical. With a strong background in signal and image processing, computer vision, classic and advanced machine learning, deep learning, remote sensing and geospatial analysis. This goes along with real-time and high-performance computing (including concurrent, parallel, and GPU programming) and software architecture.

• Designed and implemented small \& large-scale, end-to-end computer vision and machine learning systems, including object recognition, semantic segmentation, video analytics, and autonomous driving.
• Remote sensing and geospatial analysis specialist, with expertise in working with various types of geospatial data, including satellite and airborne optical and SAR imagery, for both civilian and military applications, such as natural resource management, urban planning, environmental monitoring, and object detection and recognition.
• Real-time and high-performance computing (heterogeneous CPU\&GPU acceleration) -- mentoring, consulting, architecture design, optimizations and project implementation.
• Edge computing and architecture: NVIDIA advanced AI embedded Systems (Jetson, Xavier).
• Design and develop Docker images for high-performance computing (HPC) environments, including customized images for machine learning and scientific computing workloads.
• Modern & cross-platform programming, mainly in C++, CUDA/OpenCL, Python,and using libraries such as OpenCV, TensorFlow, PyTorch, ONNX, Intel oneAPI (IPP, TBB, MKL, DAAL), and TensorRT for CV/ML applications.

SKILL DETAILS

Technology

400 ILS / hr

MATLAB

Pattern Recognition, Machine Learning and Computer Vision implementation, and conversion to C++, or combine with C++.

CUDA

Over 10 years of practical and academic experience, mainly in the implementation of projects that involve Machine Learning, Computer Vision and Signal/Image Processing.
,

AI, Artificial Intelligence

Over 15 years of practical and academic experience, mainly in the Machine Learning, Computer Vision and Signal/Image Processing
M.Sc, thesis subject: Large Scale Machine Learning

Machine Learning

More than 15 years of both academic and practical experiences.
M.Sc. and Ph.D. candidate in Electrical & Computer Engineering, specialised in Large Scale Machine Learning.

Image Processing

More than 15 years of industrial and academic experience

Computer Vision

More than 15 years of industrial and academic experience, mainly in Objects Recognition, 3D Reconstruction, Remote Sensing, sensor fusion,

Neural Networks

About 5 years of academic and practical experience, either in Shallow and Deep Neural Netoworks.
Projects: Face Recognition, Object Recognition, Clustering.
Framework: TensorFlow (Python, C++), TensorRT

Deep Learning

About 5 years of academic and practical experience.
Projects: Face Recognition, Object Recognition, Clustering.
Framework: TensorFlow (Python, C++), TensorRT

Software & Programming

400 ILS / hr

C, C++

High-Performance Computing e.g., Windows/Linux, Concurrency Parallel Data Programming, Intel Performance Libraries: IPP/TBB/MKL, etc.
C++ and .Net (C#) Programming,
Network Programming

Developer, Programmer, General, Other

High-Performance Computing and Multicore Programming (TBB/CUDA) and Database.
C++, Python, C#, R.

BI, Data Science, Big Data

Busines Intelligence, Data Warehousing and Data Mining, R&D and consulting.
Advising, guiding Design developing Software, Data Applications and Architecture
projects, on the following platforms: C++, Python, R, .NET (C#), SQL Server Analysis
Services (OLAP) and Data Warehouse.

Python

C++ Wrapping for Python.
Scientific Python programming.

Algorithm Development

Acadmic and Industry experience, since 1998 .
Areas
Pattern Recognition and Machine Learning - classification, inference and learning, Multidimensional Imaging.
Computer Vision - Multivariate Signal/Image Processing and
Visual Object Recognition: image matching, object detection and classification.
Video Analytics for Surveillance - Scene and Pattern Analysis, Anomaly Detection, Object Classification.
Data Analysis/Mining.
High-Performance Computing and Multicore Programming (TBB/CUDA) and Database.

Numerical Bayesian Methods (MCMC, sampling, etc.).
Geospatial Data Processing.
Multiple View Geometry (3D), 3D reconstruction from Video
High Performance Computing: Intel Perfprmance libraries (IPP, MKL, TBB), CUDA.
C++, Pyhon, R, .NET(C#), IDL, Matlab and OpenCV Programming, Windows and Linux platforms.