Fouad
Mahmoud
|
“Innovative solutions require dumb mistakes” 💡
I architect multi-agent systems using LangChain, LangGraph, and cutting-edge LLMs, combining them with vector databases and robust APIs to create intelligent solutions that can navigate and understand the digital world.
Agentic Systems
Engineer & AI Architect
I'm an AI & Agentic Systems Engineer at Syntera Obelion.AI, specializing in designing and building autonomous AI agents that can perceive, reason, plan, and act to solve complex real-world problems.
My expertise lies in multi-agent orchestration using LangChain and LangGraph, creating coordinated AI systems that can collaborate, delegate tasks, and make intelligent decisions autonomously. I architect production-ready agentic workflows that scale from simple automation to complex reasoning tasks.
Beyond traditional AI development, I focus on agentic intelligence - systems that don't just process data but actively engage with their environment, learn from interactions, and continuously improve their performance. My background in Mechatronics & Robotics brings a unique perspective to software-based agents.
I've successfully deployed 4+ production agentic systemsincluding automated code generation platforms, intelligent educational assistants, and financial forecasting agents. Each system demonstrates the power of autonomous decision-making and intelligent automation in solving complex business challenges.
Agentic Systems Architecture
Designing multi-agent systems that can perceive, reason, plan, and act autonomously using LangChain, LangGraph, and LLMs
AI Engineering Excellence
Building production-ready AI systems with focus on reliability, scalability, and intelligent decision-making capabilities
Multi-Agent Orchestration
Creating coordinated AI agents that collaborate to solve complex problems through advanced workflow orchestration
Autonomous Intelligence
Developing self-improving systems that can adapt, learn, and make decisions without human intervention
Agentic Philosophy
“True agentic intelligence emerges when systems can not just respond to prompts, but actively pursue goals, adapt to changing environments, and collaborate with other agents to achieve outcomes that exceed the sum of their individual capabilities.”
Skills &
Technologies
A comprehensive toolkit for building intelligent autonomous systems, from conception to deployment.
LangChain
95%Advanced framework for LLM applications
LangGraph
90%Multi-agent workflow orchestration
LangSmith
85%Debugging and monitoring LLM apps
OpenAI API
95%GPT models and embeddings integration
Hugging Face
88%Model deployment and fine-tuning
Vector Databases
92%Semantic search and retrieval
Fine-tuning
82%Custom model optimization
Multi-Agent Architecture
90%Coordinated AI agent systems
Core Specializations
Agentic Systems
Multi-agent architectures that can perceive, reason, and act autonomously
LLM Applications
Fine-tuned and optimized LLM implementations for specific domains
Robotics Integration
Bridging AI with physical systems for real-world applications
Data Pipelines
End-to-end workflows for ingesting, processing, and serving data
Production
Projects
Real-world applications that demonstrate expertise in AI, agentic systems, and production-ready software development.
Syntera Code Generation
Enterprise-level code generation platform
An advanced agentic system that transforms business ideas into production-ready software applications through AI. This autonomous pipeline handles everything from requirements analysis to code generation, testing, and deployment.
Key Features
- Multi-agent reasoning - Coordinated AI agents that collaborate to solve complex problems
- Spec-to-code generation - Transforms business requirements into working code
- Automated testing - Built-in validation and quality assurance
- Continuous feedback loops - Learning from user interactions to improve outputs
Syntera Marketplace
AI/ML tools marketplace platform
A centralized hub for AI/ML tools and resources that empowers engineers to create, train, and deploy machine learning applications and models. This comprehensive platform streamlines the entire ML workflow from data preparation to model serving.
Key Features
- AI tool discovery - Intelligent search and recommendations for AI/ML tools
- Resource management - Centralized control of AI/ML assets
- Model deployment - Streamlined deployment pipelines for ML models
- Analytics dashboard - Comprehensive usage and performance metrics
Princess Nourah University Agentic System
Educational AI transformation platform
Comprehensive educational AI system featuring automated quiz generation, intelligent assistant for lecturers and students, and advanced evaluation of student performance with automated grading capabilities.
Key Features
- Automated quiz generation - AI-powered creation of assessments based on course content
- Intelligent assistant - 24/7 support for lecturers and students with contextual help
- Performance evaluation - Advanced analytics and automated grading capabilities
- Personalized learning - Adaptive content delivery based on student progress
OptionStrikes Saudi Financial Group AI System
Financial forecasting and analytics platform
Advanced agentic system for AI-powered forecasting of stocks and equity shares, integrated with Gumroad API for subscription management and Telegram bot for real-time financial insights.
Key Features
- AI-powered forecasting - Advanced models for stock and equity prediction
- Subscription management - Integrated Gumroad API for seamless billing
- Real-time insights - Telegram bot for instant financial updates
- Market analytics - Comprehensive analysis of Saudi financial markets
What I Build
Specialized in creating intelligent systems across multiple domains
Autonomous Agent Systems
Multi-agent architectures that can perceive, reason, plan, and act to solve complex tasks with minimal human intervention.
LLM-powered Applications
Fine-tuned and optimized LLM implementations for specific domains, with sophisticated prompting strategies.
Robotics & Mechatronics
Intelligent systems that bridge the gap between software and hardware, combining AI with physical world interaction.
AI Data Pipelines
End-to-end data workflows that ingest, process, and transform data for AI/ML applications.
Experience &
Education
A journey through AI engineering, teaching, and continuous learning in cutting-edge technologies.
Professional Experience
AI & Agentic Systems Engineer
Obelion.Ai
Leading the development of autonomous AI systems and multi-agent architectures for production applications.
Key Achievements
- Lead engineer on Syntera Code Generation & Marketplace products
- Architect multi-agent AI systems using LangChain & LangGraph
- Build autonomous workflows with LLMs for complex tasks
- Develop data pipelines and vector database solutions
- Collaborate with cross-functional teams to deliver production-ready AI applications
AI & Data Science Instructor
Educational Institution
Taught fundamentals of robotics, AI, and data science to students and professionals.
Key Achievements
- Designed curriculum and hands-on projects for AI/ML courses
- Mentored 50+ students on real-world AI applications
- Conducted workshops on Python, ML, and AI ethics
- Developed practical lab exercises for robotics integration
- Created educational content for online learning platforms
Education
Mechatronics & Robotics Engineering
University
Studying the intersection of mechanical engineering, electronics, and software to build intelligent physical systems.
Focus Areas
- Control Systems and Automation
- Sensor Integration and Signal Processing
- Robotics Programming and AI Integration
- Mechanical Design and Manufacturing
- Embedded Systems Development
Certifications & Learning
LangChain & LangGraph Specialist
Self-Directed Learning
MLOps Engineering
Industry Experience
Advanced Python for AI/ML
Professional Development
AI Ethics & Responsible AI
Teaching Certification
Continuous Learning Philosophy
I believe in staying at the forefront of AI and technology through continuous learning. I regularly explore advancements in AI, LLMs, and agent systems through research papers, courses, and hands-on projects. The rapidly evolving nature of AI requires constant adaptation and learning.
Let's Build
Something Amazing
Ready to collaborate on your next AI project? I'm always excited to work on innovative solutions that push the boundaries of what's possible.
Contact Information
Quick Actions
Collaboration Areas
I'm passionate about working on projects that involve cutting-edge AI technologies and real-world applications. Here are areas where I can add the most value:
AI & Agentic Systems
Building intelligent autonomous systems using LangChain, LangGraph, and LLMs
MLOps & Production AI
Deploying and scaling machine learning models in production environments
Robotics Integration
Combining AI with physical systems for real-world applications
Technical Consulting
Strategic guidance on AI implementation and system architecture
Ready to Start Your AI Project?
Whether you're looking to implement agentic systems, optimize your ML workflows, or integrate AI into your existing products, I'm here to help bring your vision to life.
“Innovative solutions require dumb mistakes” - Let's make them together! 💡