מוראד חוראני
HPC Software Architect
חיפה, Israel
Freelancer
Usually responds within half an hour
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ABOUT
הניסיון והעסק שלי מעל 10 שנים: אני מתמחה בפיתוח פתרונות תוכנה למערכות חומרה מתקדמות אופטימיזציה של ביצועים בזמן אמת, ועבודה בסביבות לינוקס. אני מביא ניסיון מעשי חזק באינטגרציה מלאה בין חומרה לתוכנה ועיבוד נתונים מתקדם.
LANGUAGES
English
Full professional proficiency
Hebrew
Full professional proficiency
SKILL DETAILS
Engineering
Software Engineering
• Led advanced research and prototyping for HPC applications using OpenUCX / OpenMPI, improving performance and efficiency.
• Achieved ~60% performance improvement for UCX multicast transport (e.g., 8 endpoints) with near-linear scaling behavior.
• Delivered up to 10× improvement for repetitive collective operations by enabling NIC/SmartNIC offload, saving substantial application runtime.
• Productionized and deployed these optimizations in a large-scale distributed training platform (confidential), improving end-to-end training efficiency.
• Collaborated across international R&D teams to deliver performance-tuned proofs-of-concept for next-generation HPC systems.
• #1 Winner — Toga Networks Hackathon (1st place).
• Publication: Remote Programmability Model for SmartNICs in HPC Workloads
• Achieved ~60% performance improvement for UCX multicast transport (e.g., 8 endpoints) with near-linear scaling behavior.
• Delivered up to 10× improvement for repetitive collective operations by enabling NIC/SmartNIC offload, saving substantial application runtime.
• Productionized and deployed these optimizations in a large-scale distributed training platform (confidential), improving end-to-end training efficiency.
• Collaborated across international R&D teams to deliver performance-tuned proofs-of-concept for next-generation HPC systems.
• #1 Winner — Toga Networks Hackathon (1st place).
• Publication: Remote Programmability Model for SmartNICs in HPC Workloads
Senior Executives
CTO
Managed a 5-person team across Backend (Python/FastAPI) and Mobile (Flutter); led execution, delivery, and technical direction.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
VP Software Development
Managed a 5-person team across Backend (Python/FastAPI) and Mobile (Flutter); led execution, delivery, and technical direction.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
Senior Product Managers
Managed a 5-person team across Backend (Python/FastAPI) and Mobile (Flutter); led execution, delivery, and technical direction.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
Technology
Information Systems Management
• Managed a 5-person team across Backend (Python/FastAPI) and Mobile (Flutter); led execution, delivery, and technical direction.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
System Analysis
• Managed a 5-person team across Backend (Python/FastAPI) and Mobile (Flutter); led execution, delivery, and technical direction.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
Tech General, Other
• Managed a 5-person team across Backend (Python/FastAPI) and Mobile (Flutter); led execution, delivery, and technical direction.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
Real-Time / Embedded / DSP
• Led advanced research and prototyping for HPC applications using OpenUCX / OpenMPI, improving performance and efficiency.
• Achieved ~60% performance improvement for UCX multicast transport (e.g., 8 endpoints) with near-linear scaling behavior.
• Delivered up to 10× improvement for repetitive collective operations by enabling NIC/SmartNIC offload, saving substantial application runtime.
• Productionized and deployed these optimizations in a large-scale distributed training platform (confidential), improving end-to-end training efficiency.
• Collaborated across international R&D teams to deliver performance-tuned proofs-of-concept for next-generation HPC systems.
• #1 Winner — Toga Networks Hackathon (1st place).
• Publication: Remote Programmability Model for SmartNICs in HPC Workloads
• Achieved ~60% performance improvement for UCX multicast transport (e.g., 8 endpoints) with near-linear scaling behavior.
• Delivered up to 10× improvement for repetitive collective operations by enabling NIC/SmartNIC offload, saving substantial application runtime.
• Productionized and deployed these optimizations in a large-scale distributed training platform (confidential), improving end-to-end training efficiency.
• Collaborated across international R&D teams to deliver performance-tuned proofs-of-concept for next-generation HPC systems.
• #1 Winner — Toga Networks Hackathon (1st place).
• Publication: Remote Programmability Model for SmartNICs in HPC Workloads
Amazon EC2 - Elastic Compute Cloud
• Managed a 5-person team across Backend (Python/FastAPI) and Mobile (Flutter); led execution, delivery, and technical direction.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
DevOps
• Managed a 5-person team across Backend (Python/FastAPI) and Mobile (Flutter); led execution, delivery, and technical direction.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
CUDA
• Led advanced research and prototyping for HPC applications using OpenUCX / OpenMPI, improving performance and efficiency.
• Achieved ~60% performance improvement for UCX multicast transport (e.g., 8 endpoints) with near-linear scaling behavior.
• Delivered up to 10× improvement for repetitive collective operations by enabling NIC/SmartNIC offload, saving substantial application runtime.
• Productionized and deployed these optimizations in a large-scale distributed training platform (confidential), improving end-to-end training efficiency.
• Collaborated across international R&D teams to deliver performance-tuned proofs-of-concept for next-generation HPC systems.
• #1 Winner — Toga Networks Hackathon (1st place).
• Publication: Remote Programmability Model for SmartNICs in HPC Workloads
• Achieved ~60% performance improvement for UCX multicast transport (e.g., 8 endpoints) with near-linear scaling behavior.
• Delivered up to 10× improvement for repetitive collective operations by enabling NIC/SmartNIC offload, saving substantial application runtime.
• Productionized and deployed these optimizations in a large-scale distributed training platform (confidential), improving end-to-end training efficiency.
• Collaborated across international R&D teams to deliver performance-tuned proofs-of-concept for next-generation HPC systems.
• #1 Winner — Toga Networks Hackathon (1st place).
• Publication: Remote Programmability Model for SmartNICs in HPC Workloads
Robotics
AI Infrastructure & Distributed Training: Productionized performance-tuned RDMA and OpenUCX/OpenMPI networking enhancements within a large-scale distributed training platform to maximize end-to-end ML efficiency.Medical Robotics & Computer Vision: Developed highly optimized, low-latency C/C++ image processing pipelines for medical robotics, solving complex synchronization execution between real-time video streams and metadata.Autonomous Hardware Control: Engineered soft real-time Python and C++ control loops and autonomous pick-and-place algorithms, integrating and testing directly on an xArm 6-DoF robotic arm and a Tesolo 3-finger gripper.Embedded Hardware Integration: Architected end-to-end embedded software solutions to interface complex algorithmic pipelines directly with custom hardware and high-performance tracking receivers.
Machine Learning
AI Infrastructure & Distributed Training: Productionized performance-tuned RDMA and OpenUCX/OpenMPI networking enhancements within a large-scale distributed training platform to maximize end-to-end ML efficiency.Medical Robotics & Computer Vision: Developed highly optimized, low-latency C/C++ image processing pipelines for medical robotics, solving complex synchronization execution between real-time video streams and metadata.Autonomous Hardware Control: Engineered soft real-time Python and C++ control loops and autonomous pick-and-place algorithms, integrating and testing directly on an xArm 6-DoF robotic arm and a Tesolo 3-finger gripper.Embedded Hardware Integration: Architected end-to-end embedded software solutions to interface complex algorithmic pipelines directly with custom hardware and high-performance tracking receivers.
Deep Learning
AI Infrastructure & Distributed Training: Productionized performance-tuned RDMA and OpenUCX/OpenMPI networking enhancements within a large-scale distributed training platform to maximize end-to-end ML efficiency.Medical Robotics & Computer Vision: Developed highly optimized, low-latency C/C++ image processing pipelines for medical robotics, solving complex synchronization execution between real-time video streams and metadata.Autonomous Hardware Control: Engineered soft real-time Python and C++ control loops and autonomous pick-and-place algorithms, integrating and testing directly on an xArm 6-DoF robotic arm and a Tesolo 3-finger gripper.Embedded Hardware Integration: Architected end-to-end embedded software solutions to interface complex algorithmic pipelines directly with custom hardware and high-performance tracking receivers.
Amazon Web Services (AWS)
• Managed a 5-person team across Backend (Python/FastAPI) and Mobile (Flutter); led execution, delivery, and technical direction.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
Software & Programming
C, C++
• Led advanced research and prototyping for HPC applications using OpenUCX / OpenMPI, improving performance and efficiency.
• Achieved ~60% performance improvement for UCX multicast transport (e.g., 8 endpoints) with near-linear scaling behavior.
• Delivered up to 10× improvement for repetitive collective operations by enabling NIC/SmartNIC offload, saving substantial application runtime.
• Productionized and deployed these optimizations in a large-scale distributed training platform (confidential), improving end-to-end training efficiency.
• Collaborated across international R&D teams to deliver performance-tuned proofs-of-concept for next-generation HPC systems.
• #1 Winner — Toga Networks Hackathon (1st place).
• Publication: Remote Programmability Model for SmartNICs in HPC Workloads
• Achieved ~60% performance improvement for UCX multicast transport (e.g., 8 endpoints) with near-linear scaling behavior.
• Delivered up to 10× improvement for repetitive collective operations by enabling NIC/SmartNIC offload, saving substantial application runtime.
• Productionized and deployed these optimizations in a large-scale distributed training platform (confidential), improving end-to-end training efficiency.
• Collaborated across international R&D teams to deliver performance-tuned proofs-of-concept for next-generation HPC systems.
• #1 Winner — Toga Networks Hackathon (1st place).
• Publication: Remote Programmability Model for SmartNICs in HPC Workloads
Developer, Programmer, General, Other
AI Infrastructure & Distributed Training: Productionized performance-tuned RDMA and OpenUCX/OpenMPI networking enhancements within a large-scale distributed training platform to maximize end-to-end ML efficiency.Medical Robotics & Computer Vision: Developed highly optimized, low-latency C/C++ image processing pipelines for medical robotics, solving complex synchronization execution between real-time video streams and metadata.Autonomous Hardware Control: Engineered soft real-time Python and C++ control loops and autonomous pick-and-place algorithms, integrating and testing directly on an xArm 6-DoF robotic arm and a Tesolo 3-finger gripper.Embedded Hardware Integration: Architected end-to-end embedded software solutions to interface complex algorithmic pipelines directly with custom hardware and high-performance tracking receivers.
Python
• Managed a 5-person team across Backend (Python/FastAPI) and Mobile (Flutter); led execution, delivery, and technical direction.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
Android Development
• Managed a 5-person team across Backend (Python/FastAPI) and Mobile (Flutter); led execution, delivery, and technical direction.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
Full Stack Developers
• Managed a 5-person team across Backend (Python/FastAPI) and Mobile (Flutter); led execution, delivery, and technical direction.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
Front-end Developers
• Managed a 5-person team across Backend (Python/FastAPI) and Mobile (Flutter); led execution, delivery, and technical direction.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
• Led cloud deployment and production operations on AWS (EC2) to support growth and reliability requirements.
• Negotiated and secured an exclusive partnership with Kingstore (21 branches) → $1M+/month in online grocery sales through the platform.
• Drove growth to 250,000 app downloads and 70,000+ MAUs.
• Scaled backend infrastructure by transitioning to a modular, microservices-based architecture to meet increased load and performance demand.
EMPLOYMENT HISTORY
January
2020
-
Today
HPC software architect
toga networks- • Led advanced research and prototyping for HPC applications using OpenUCX / OpenMPI, improving performance and efficiency.
- • Achieved ~60% performance improvement for UCX multicast transport (e.g., 8 endpoints) with near-linear scaling behavior.
- • Delivered up to 10× improvement for repetitive collective operations by enabling NIC/SmartNIC offload, saving substantial application runtime.
- • Productionized and deployed these optimizations in a large-scale distributed training platform (confidential), improving end-to-end training efficiency.
- • Collaborated across international R&D teams to deliver performance-tuned proofs-of-concept for next-generation HPC systems.
- • #1 Winner — Toga Networks Hackathon (1st place).
- • Publication: Remote Programmability Model for SmartNICs in HPC Workloads
January
2013
-
January
2019
Embedded software engineer
mellanox- • Developed firmware for Ethernet/InfiniBand adapters focusing on RDMA, virtualization, rate limiting, and performance-critical features.
- • Represented Mellanox at IBTA Plugfest for multi-vendor interoperability testing and issue triage.
- • Served as a go-to technical contact for key enterprise customers, providing deep system-level debugging and support.
COURSES & CERTIFICATIONS
machine learning and AI
טכניוןEDUCATION
October
2010
-
May
2015
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