Hi, my name is
Marwan AbdElhameed.
Senior Full Stack Engineer & AI Researcher
I'm Marwan AbdElhameed, a senior full-stack engineer and AI4SWE researcher specializing in software architecture, data platforms, and machine learning. At Whiteshield, I design and deploy end-to-end data solutions for 33 entities, spanning Azure, IIS, SQL Server, Power BI, .NET, and Python. I'm also an NYU Computer Science graduate (3.887 GPA, Cum Laude) with research published in ASE 2025 and Euromicro SEAA 2025.

01.About Me
Hello! I'm Marwan AbdElhameed, a Senior Full Stack Engineer and AI/ML Engineer with expertise in software architecture, data engineering, requirements engineering research, and deep learning. I currently design and deploy end-to-end data platforms at Whiteshield, and I graduated from New York University with a Bachelor's degree in Computer Science and a minor in Interactive Media.
NYU Computer Science Graduate | Founders Day Award | Published AI and Software Engineering Researcher
02.Education
Abu Dhabi, UAE
Bachelor of Science in Computer Science
Minor in Interactive Media
Honors
Global Study
Relevant Coursework
Systems, AI, software engineering, and applied computing.
Graduate Level
AI/ML & Data Science
Core Computer Science
Systems & Networks
Software Engineering
03.Where I've Worked
Senior Full Stack Engineer @ Whiteshield
February 2026 - Present
- >Serve as a systems architect and forward-deployed engineer, delivering end-to-end data solutions from initial client requirements to production deployment.
- >Work directly with 33 entities, leading technical discussions, troubleshooting platform issues, and scoping new agentic AI implementations.
- >Own the full lifecycle across architecture design, development, deployment, and post-production support.
- >Rearchitected the core data ingestion system by replacing legacy SSIS pipelines with SqlBulkCopy, achieving a 120x throughput improvement.
- >Designed a Medallion architecture (Bronze/Silver/Gold) powering scalable ETL workflows and Power BI reporting.
- >Lead deployments across Azure, IIS, and SQL Server for enterprise production systems.
Senior Full Stack Engineer
Whiteshield
- >Serve as a systems architect and forward-deployed engineer, delivering end-to-end data solutions from initial client requirements to production deployment.
- >Work directly with 33 entities, leading technical discussions, troubleshooting platform issues, and scoping new agentic AI implementations.
- >Own the full lifecycle across architecture design, development, deployment, and post-production support.
+3 more achievements
Full Stack Developer
Whiteshield
- >Developed full-stack applications using .NET/C# and Python to deliver scalable enterprise solutions.
- >Collaborated with cross-functional teams to design, implement, and deploy production software systems.
- >Built modern web and backend services to support business operations and client needs.
Full Stack Engineer
D&V Herrmann Services
- >Architected and developed a comprehensive Quality Control System using C#/.NET 9, Blazor Server, and SQL Server, replacing manual production-floor testing processes with an integrated kiosk-based solution supporting 500+ concurrent users.
- >Designed microservices architecture with three core services: Blazor WebAssembly frontend, ASP.NET Core Web API backend, and ERP integration layer implementing Clean Architecture patterns and CQRS for scalable enterprise solutions.
- >Built anti-corruption layer over legacy WinMan ERP system, creating secure APIs for product data management, user authentication, and real-time data synchronization with ProtectedBrowserStorage and JWT authentication.
+4 more achievements
Open Source Software Engineer
Boston Dynamics
- >Architected and built a full-stack robotics control and animation platform for the Spot robot, enabling real-time teleoperation and sophisticated keyframe editing for choreographers and engineers.
- >Increased UI responsiveness and reduced CPU load by over 90% by identifying and resolving a critical performance bottleneck in the animation loop, optimizing the update rate from an inefficient 1000Hz to a fluid 60Hz in a pull request merged by the BD AI Institute team.
- >Engineered a high-performance backend service using FastAPI to serve as the real-time bridge between the web interface and the Spot ROS2 driver, translating user inputs into direct, low-latency hardware commands.
+1 more achievements
Research Assistant
New York University Abu Dhabi
- >Collaborated with world-renowned physicist and ballerina Dr. Merritt Moore to engineer and demonstrate pioneering human-robot interaction systems, bridging the gap between advanced robotics and the creative arts.
- >Engineered a novel, high-performance teleoperation system for the xArm6 robotic arm, using a depth camera for real-time hand tracking. The performance-critical components were written in Cython to achieve near-zero latency, enabling a fluid and intuitive human-robot connection.
- >Developed and integrated a robust, real-time collision avoidance algorithm, ensuring the safety of the hardware and its environment during complex, high-speed movements.
+4 more achievements
Research Assistant
CITIES Center for Interacting Urban Networks
- >Collected, processed, and analyzed 1,437,000+ audio spectrogram images using TensorFlow, Keras, and CUDA, achieving a 50% reduction in processing time.
- >Optimized data pipelines using Pandas, resulting in a 35% improvement in data flow efficiency.
- >Deployed machine learning models in high-performance computing (HPC) environments using Singularity, reducing deployment time by 30%.
+2 more achievements
Software Engineer Intern
AIREV HOLDING LIMITED
- >Developed and maintained robust RESTful APIs and endpoints using JavaScript to facilitate seamless data communication between various microservices.
- >Leveraged version control systems like Git and platforms like GitHub to collaborate effectively with senior developers.
- >Conducted thorough testing and debugging of APIs to ensure reliability and responsiveness.
Research Assistant
NYU Tandon School of Engineering
- >Enhanced 3DMHD benchmark simulation performance by 40% by leveraging C++, Python, and MPI.
- >Improved GCP on-prem cluster utilization and job scheduling efficiency by 25% by implementing performance tuning and intelligent workload distribution with sbatch scripting.
- >Championed code optimization, GPU utilization, and parallel computing best practices.
Project Manager Intern
Digital Energy
- >Drove operational efficiency and accelerated AI adoption for a global energy technology company.
- >Spearheaded the implementation of Agile methodologies, including Scrum, to streamline project workflows, resulting in a 30% boost in productivity across business units and ensuring timely software delivery.
- >Conducted in-depth research on generative AI trends, producing data-driven reports for executives that informed strategic decision-making and ultimately increased operational efficiency by 40% through successful AI implementation.
+2 more achievements
Swipe to see more experiences
04.Things I've Built
Here are some of the projects I've worked on, from academic research to personal endeavors.
Featured Projects
- ▹Architected intelligent SRS analysis platform integrating 3 LLM APIs with advanced aggregation strategies, achieving 95% consensus accuracy.
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- ▹Built scalable REST API handling concurrent model inference requests, achieving 99% uptime.
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- ▹Built full-stack app with user authentication, photo upload, and album management, increasing retention by 25%.
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- ▹Developed finance management web app with interactive charts, increasing user engagement by 40%.
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- ▹Engineered scalable data pipeline processing 100,000+ NYT articles monthly with 98% accuracy.
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- ▹Launched meal suggestion app, attracting 1,000+ active users in three months.
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- ▹Architected batch prediction system using Ray actors and TorchX, processing 250 requests per batch.
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- ▹Engineered sequence-to-sequence model processing 220,000+ movie dialogue exchanges with nn.GRU and nn.Embedding.
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- ▹Engineered computer vision model achieving 93.33% accuracy in object detection using MobileNet V1 SSD.
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- ▹Developed distributed training system using PyTorch's DataParallel, achieving 1.92x speedup with 4 GPUs.
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- ▹Fine-Tuned Mistral-7b achieving 35% accuracy on GSM8K dataset.
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- ▹Architected multilingual RAG system with mBART-large-50 for cross-lingual content generation.
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Other Noteworthy Projects
05.Publications
06.What's Next?
I'm currently seeking new opportunities and my inbox is always open. Whether you have a question or just want to say hi, I'll do my best to get back to you. You can use the contact form below or email me at marwan [at] nyu [dot] edu.