מוראד חוראני
HPC Software Architect
חיפה, ישראל
פרילנסר
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אודותינו
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.
שפות
אנגלית
שליטה קרובה לשפת אם
עברית
שליטה קרובה לשפת אם
תחומי התמחות
הנדסה
הנדסת תוכנה
• 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
בכירים
סמנכ"ל טכנולוגיות - 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.
סמנכ"ל פיתוח תוכנה
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.
מנהלי מוצר בכירים
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.
טכנולוגיה
ניהול מערכות מידע
• 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.
ניתוח מערכות
• 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.
טכנולוגיה כללי, שונות
• 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
רובוטיקה
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.
תכנות ופיתוח תוכנה
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
מתכנת, פיתוח תוכנה כללי
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.
פיתוח אפליקציות ל- Android
• 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.
נסיון תעסוקתי
ינואר
2020
-
היום
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
ינואר
2013
-
ינואר
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.
קורסים, הסמכות, לימודי תעודה
machine learning and AI
טכניוןתארים אקדמיים
אוקטובר
2010
-
מאי
2015
תואר ראשון - הנסדת מחשבים
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אייל גלברג
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