Hi, I am
Adel Hefny
An Artificial Intelligence undergraduate at Cairo University & Full Stack Engineer.
I build scalable web systems and
- 🧠Strong foundation in Algorithms, ML, and Deep Learning
- ⚙️Experience architecting and deploying Full Stack web applications
- 🤖Expertise managing LLM logic, RAG pipelines, and Vector DBs
Featured Projects
Select works that showcase my expertise in full-stack and GenAI development.
Process Mapping System
LyRiseA multi-agent AI orchestration system and interactive process mapping tool.
Autonomous Vehicle Perception Module
Self-Driving AIEnd-to-end perception models for self-driving applications using computer vision and deep learning.
Advanced Brain Tumor Segmentation Pipeline
Medical AIHigh-performance big data pipeline and Swin-UNet Vision Transformer for 3D multi-modal MRI scans.
Xperienced
Mentorship PlatformA GenAI-powered mentorship platform featuring a virtual mentor and Arabic feedback.
Technical Arsenal
Technologies I use to build scalable full-stack web applications and AI systems.
Frontend Development
Backend Engineering
AI, ML & Data
Infrastructure & Tools
Professional Experience
Applied Science Intern
Microsoft- Focus on bridging advanced AI research with production-grade engineering to build scalable, reliable, and impactful intelligent systems.
- Develop and optimize AI and machine learning solutions designed for real-world deployment and large-scale applications.
- Explore and implement modern AI techniques, including NLP, LLMs, Retrieval-Augmented Generation (RAG), and agent-based systems to address complex business challenges.
Full Stack Engineer
LyRise- Engineered a 4-stage agent system (Extractor, Supervisor, Architect, Analyst) to automate the conversion of unstructured data into enterprise-grade diagrams.
- Architected a headless modeling engine integrating rigorous LLM Evals, enabling AI agents to autonomously prototype, simulate, and validate workflow improvements with high accuracy.
- Authored robust Alembic database migrations to safely deploy complex relational schemas across multi-tenant cloud environments.
- Engineered a highly fault-tolerant Python backend service for parsing complex Excel workbooks, featuring a granular diagnostic engine.
Full Stack Engineer Intern
LyRise- Developed a high-performance Chrome extension using React and Vite, optimizing user engagement directly within social platforms.
- Leveraged n8n to architect scalable message processing pipelines, reducing manual response time by automating core communication tasks.
- Contributed to the development of a guided UI/UX for non-technical users, simplifying complex AI-driven data mapping into intuitive workflows.
Software Engineer
Freelance- Translated ambiguous client business requirements into concrete technical specifications to design and deploy a full-stack maintenance management system.
- Implemented a clean MVC architecture utilizing Express.js and MongoDB, enforcing strict data validation layers and structured RESTful APIs to ensure long-term maintainability.
- Built dynamic, responsive UI components integrated with backend state workflows, drastically improving request submission efficiency and end-user navigation.
Let's Connect
I'm currently looking for new opportunities. Whether you have a question or just want to say hi, I'll try my best to get back to you!