Hi, I'm Seifeldin Mahmoud
AI Engineer | Applied AI/ML & Operations
I'm an AI Research Assistant at Al Ain University, Data scientist intern at LuxAI, and a 3rd-year Software Engineering student. Always eager to achieve more.
About Me
Learn more about my background, education, and certifications
Education
Bachelor of Science in Software Engineering
Al Ain University
Sep 2023 – May 2027 (Expected)
Certifications
Supervised Machine Learning: Regression and Classification
DeepLearning.AI & Stanford
CS50AI – Introduction to Artificial Intelligence
HarvardX
Work Experience
My professional journey and contributions
Undergraduate Research Assistant
Al Ain University
Conducting a systematic literature review on dynamic token pruning techniques in Vision Transformers for computational efficiency (specifically FLOPs and inference latency). Additionally, built Trace, a Chrome extension that tracks and summarizes technical articles to streamline the review process.
Data Science Intern
LuxAI
Developed Reelwise, an automated SEO pipeline that intercepts internal GraphQL network traffic for high-fidelity data extraction. Architected a resource-efficient two-tier triage system that reduced GPU compute costs by 60% by using Semantic Embeddings to filter content before deploying heavy Faster-Whisper (Int8) inference models.
Intern Software Engineer – Lead Developer, Himaya71
Smart Navigation Systems (SNS)
Spearheaded the Himaya71 initiative, integrating Computer Vision (YOLO) streams into a production-grade emergency response system. Built a Next.js visualization dashboard with serverless proxying for secure data ingress. Engineered the Django backend core, implementing automated 'stale data' cleanup protocols to maintain system reliability amid high-frequency updates.
Skills & Technologies
Tools and technologies I work with
Languages
Frameworks & Libraries
AI & Machine Learning
DevOps & Tools
Featured Projects
A showcase of my work across different domains
Himaya71 Platform
A comprehensive emergency response platform connecting IoT sensors and CV models to a centralized Django backend, streaming real-time data into the command center. Features a Next.js real-time heatmap dashboard for occupancy tracking and a React Native mobile unit for firefighter indoor navigation.
Reelwise
A fault-tolerant content intelligence system designed to reverse-engineer Instagram algorithms. Features a custom Playwright network interceptor for raw GraphQL data and a hybrid NLP pipeline (SBERT + Whisper) to optimize video metadata. Achieved 60% compute reduction via intelligent filtering.
Oryx
Oryx Market Intelligence Engine optimized for the UAE & Gulf. Leverages LLM-verified expansion and SERP data to deploy bilingual (Arabic/English) SEO & GEO strategies. Core tech includes SBERT semantic clustering, anti-hallucination scoring (perplexity analysis), and localized authoritative entity extraction pipeline.
Resume Optimizer
Privacy-first career platform featuring a two-phase AI prompt chain for ATS targeting. Engineered a custom 'Security Sentinel' layer that filters 40+ prompt injection patterns and XSS vectors before they reach the LLM. Zero-retention stateless architecture.
Get In Touch
I'm always open to new opportunities and collaborations
Let's connect!
Whether you have a question, want to discuss a project, or just want to say hi, I'll try my best to get back to you!