Hi, my name is
Marwan AbdElhameed.
Software Engineer & Requirements Engineering Researcher
I specialize in software engineering, requirements engineering research, and data analysis with deep learning. Working with Python, Node.js, React, C#, and .NET to build intelligent systems. NYU Computer Science graduate (3.887 GPA, Cum Laude) with published research in AI and requirements engineering.
01.About Me
Hello! I'm Marwan AbdElhameed, a Senior Full Stack Engineer and AI/ML Engineer with expertise in software engineering, requirements engineering research, data analysis, and deep learning. I graduated from New York University with a Bachelor's degree in Computer Science (GPA: 3.887, Cum Laude) and have published research in AI and requirements engineering.
🎓 NYU Computer Science Graduate | 🔬 Published AI and Software Engineering Researcher | 💻 Full Stack Engineer
Spoken Languages
Arabic (Native)
English (Fluent)
German (Intermediate)
Programming Languages
C#
Python
JavaScript
TypeScript
C++
SQL
Java
HTML/CSS
Bash
Frameworks & Libraries
.NET Core
Blazor
PyTorch
Flask
Django
Node.js
Express.js
React.js
Ray
NumPy
Pandas
Matplotlib
NLTK
Gensim
Keras
TensorFlow
BeautifulSoup
PyMongo
TorchX
Tools & Platforms
SQL Server
Docker
Git
GitHub
Bitbucket
Google Cloud Platform (GCP)
CUDA
Singularity
MongoDB
PostgreSQL
ZMQ
ONNX
SSRS
MPI
Linux
Kubernetes
sbatch
AI/ML
Deep Learning
Machine Learning
Computer Vision
Natural Language Processing (NLP)
Large Language Models (LLM)
Multi-LLM APIs
Retrieval-Augmented Generation (RAG)
Vector DB
mBART
Distributed Training
Fine Tuning
Methodologies & Practices
Agile
Scrum
CI/CD
Microservices
RESTful APIs
Data Pipelines
Data Analytics
Data Visualization
Web Scraping
High Performance Computing (HPC)
02.Education
New York University
Bachelor of Science in Computer Science
Minor in Interactive Media
GPA: 3.887 (Cum Laude)
Key Coursework:
Graduate Level
Deep Learning Systems and LLMs
Operating Systems
Open Source Development
AI/ML & Data Science
Computer Vision
Human-Centered Data Science
High Performance Computing
Core Computer Science
Algorithms
Data Structures
Database Systems
Discrete Mathematics
Systems & Networks
Computer Networks
Computer Systems Organization
Applied Internet Technology
Software Engineering
Software Engineering
Creative Robotics and Tech
Graduate Level
Deep Learning Systems and LLMs
Operating Systems
Open Source Development
AI/ML & Data Science
Computer Vision
Human-Centered Data Science
High Performance Computing
Core Computer Science
Algorithms
Data Structures
Database Systems
Discrete Mathematics
Systems & Networks
Computer Networks
Computer Systems Organization
Applied Internet Technology
Software Engineering
Software Engineering
Creative Robotics and Tech
03.Where I’ve Worked
Senior Full Stack Engineer @ D&V Herrmann Services
July 2024 - Present
- â–¹Develop full-stack applications using C#, .NET Core, Blazor (Web/MAUI), and SQL Server.
- â–¹Optimize database performance (queries, indexing, deadlock resolution).
- â–¹Co-Manage Bitbucket CI/CD pipelines and deployments.
- â–¹Implement unit/integration testing and troubleshoot bugs (WinMan, Kiosk apps, SSRS).
- â–¹Collaborate with frontend/backend teams on API integrations.
01July 2024 - Present
Senior Full Stack Engineer
D&V Herrmann Services
- â–¹Develop full-stack applications using C#, .NET Core, Blazor (Web/MAUI), and SQL Server.
- â–¹Optimize database performance (queries, indexing, deadlock resolution).
- â–¹Co-Manage Bitbucket CI/CD pipelines and deployments.
+2 more achievements
02February 2024 – August 2024
Research Assistant
CITIES Center for Interacting Urban Networks
- â–¹Collected, processed, and analyzed 1,437,000+ audio spectrogram images using TensorFlow, Keras, and CUDA, achieving a 50% reduction in processing time.
- â–¹Optimized data pipelines using Pandas, resulting in a 35% improvement in data flow efficiency.
- â–¹Deployed machine learning models in high-performance computing (HPC) environments using Singularity, reducing deployment time by 30%.
+2 more achievements
03June 2024 – July 2024
Software Engineer Intern
AIREV HOLDING LIMITED
- â–¹Developed and maintained robust RESTful APIs and endpoints using JavaScript to facilitate seamless data communication between various microservices.
- â–¹Leveraged version control systems like Git and platforms like GitHub to collaborate effectively with senior developers.
- â–¹Conducted thorough testing and debugging of APIs to ensure reliability and responsiveness.
04August 2023 - December 2023
Research Assistant
NYU Tandon School of Engineering
- â–¹Enhanced 3DMHD benchmark simulation performance by 40% by leveraging C++, Python, and MPI.
- â–¹Improved GCP on-prem cluster utilization and job scheduling efficiency by 25% by implementing performance tuning and intelligent workload distribution with sbatch scripting.
- â–¹Championed code optimization, GPU utilization, and parallel computing best practices.
05May 2023 – August 2023
Project Manager Intern
DigitalEnergy.ai
- â–¹Spearheaded the implementation of Agile methodologies, including Scrum, resulting in a 30% boost in productivity.
- â–¹Conducted in-depth research on generative AI trends, producing data-driven reports that increased operational efficiency by 40%.
- â–¹Collaborated with international teams to implement AI tools, reducing manual tasks by 45%.
+1 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
- â–¹Architected intelligent SRS analysis platform integrating 3 LLM APIs with advanced aggregation strategies, achieving 95% consensus accuracy.
- +3 more features
Python
Flask
+2
Distributed Model Serving Platform
- â–¹Built scalable REST API handling concurrent model inference requests, achieving 99% uptime.
- +2 more features
Flask
Ray.serve
+1
- â–¹Built full-stack app with user authentication, photo upload, and album management, increasing retention by 25%.
- +2 more features
Python
Django
+2
- â–¹Developed finance management web app with interactive charts, increasing user engagement by 40%.
- +2 more features
Python
Flask
+2
- â–¹Engineered scalable data pipeline processing 100,000+ NYT articles monthly with 98% accuracy.
- +2 more features
Python
Data Analysis
+1
- â–¹Launched meal suggestion app, attracting 1,000+ active users in three months.
- +2 more features
JavaScript
Node.js
+2
ML Infrastructure Optimization
- â–¹Architected batch prediction system using Ray actors and TorchX, processing 250 requests per batch.
- +2 more features
Python
Ray
+2
Seq2Seq Conversational AI
- â–¹Engineered sequence-to-sequence model processing 220,000+ movie dialogue exchanges with nn.GRU and nn.Embedding.
- +2 more features
PyTorch
NLTK
+1
SSD ONNX Model Integration
- â–¹Engineered computer vision model achieving 93.33% accuracy in object detection using MobileNet V1 SSD.
- +2 more features
PyTorch
ONNX
+1
Distributed ML Training System
- â–¹Developed distributed training system using PyTorch's DataParallel, achieving 1.92x speedup with 4 GPUs.
- +2 more features
PyTorch
CUDA
+1
Math Problem-Solving LLM System
- â–¹Fine-Tuned Mistral-7b achieving 35% accuracy on GSM8K dataset.
- +2 more features
Python
Large Language Models
Multilingual RAG System
- â–¹Architected multilingual RAG system with mBART-large-50 for cross-lingual content generation.
- +2 more features
Python
mBART
+1
Other Noteworthy Projects
A code that controls Xarm6 with integration with Gemini voice API for chat and command understanding
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0
Python
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1
Python
0
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Python
0
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Python
0
0
Makefile
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JavaScript
05.Publications
Mapping the Landscape of Requirements Completeness: Definitions, Techniques, Tools, and the Emerging Role of AI
Accepted: Euromicro SEAA 2025
Kassab, M., AbdElhameed, M.
Systematic Literature Review
Automated Analysis and Correction of Incomplete Software Requirements using a Multi-LLM Approach
Pending
Kassab, M., AbdElhameed, M.
Under Review
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! Feel free to reach out via email at marwan@nyu.edu.