Yousef
Elgohary

AI Engineer

Yousef Elgohary

About Me

Scaling a tech business is impossible when your team is drowning in manual workflows and fragmented data. Most Tech Founders have the data, but they lack the intelligent systems to make it actionable. Manual processes drain budgets, slow down operations, and kill growth momentum. That’s where I step in. I help Tech Founders solve manual workflow bottlenecks and data fragmentation through Agentic AI & Advanced RAG Systems so they can achieve fully automated operations and scalable business growth. I don't just build prototypes; I engineer production-grade AI systems that take ownership of workflows from day one. Whether it’s connecting scattered databases, building intelligent multi-agent systems, or automating complex workflows, I bridge the gap between AI research and tangible business impact.

Core Services

Specialized AI engineering capabilities — from agentic systems to production-grade pipelines.

Advanced RAG & Enterprise Knowledge Retrieval

Advanced RAG & Enterprise Knowledge Retrieval

I engineer highly precise Retrieval-Augmented Generation (RAG) pipelines designed to strictly eliminate AI hallucinations. By combining hybrid retrieval techniques, vector databases, and knowledge graphs, I ensure your AI applications fetch and generate insights grounded exclusively in your secure, proprietary business data.

LangChainLangSmith
Scalable Machine Learning & Advanced Data Analytics

Scalable Machine Learning & Advanced Data Analytics

I engineer dynamic data pipelines and interactive platforms that turn raw data into actionable insights. From comprehensive Exploratory Data Analysis (EDA) to the deployment of machine learning algorithms, I help businesses uncover hidden patterns, optimize data preprocessing, and make data-driven decisions with absolute confidence.

Data AnalysisFeature Engineering
End-to-End AI Systems Engineering & Deployment

End-to-End AI Systems Engineering & Deployment

I architect and deploy scalable, production-grade AI solutions tailored to your business needs. From initial system architecture to full cloud deployment, I utilize modern microservices to ensure seamless integration. My focus is on transforming raw concepts into robust, tangible business value without the friction of fragmented infrastructure.

PythonFastAPI

Projects

AI systems built from zero to production — real problems, measurable impact.

Featured
Sadeed

Sadeed

Led the "AI Innovators" team to build a production-grade, zero-hallucination AI co-pilot for Gastric Cancer clinical decision support. Designed to solve information overload for clinicians by providing source-cited, verifiable medical answers. Technical Highlights: • AI Architecture: Architected an 8-node state machine using LangGraph, incorporating query classification and confidence gating. • Pipeline Flow: Engineered a sequential AI pipeline leveraging hybrid retrieval (pgvector + BM25 with RRF) for precise context matching, Gemini for grounded generation, and an NLI faithfulness checker to strip contradicted claims. • Backend & Ops: Engineered a robust FastAPI backend with SSE streaming, utilized LlamaParse for complex medical document ingestion, and implemented LangSmith for full pipeline tracing. • Evaluation: Evaluated system performance and medical safety using RAGAS metrics.

Next.js 16React 19TypeScript 5+18
Featured
Rashaad

Rashaad

Founded Rashaad, a Multi-tenant SaaS AI Academic & Administrative Advisor for Higher Education Institutions, leveraging Advanced RAG Fusion to automate university support. • Leading and orchestrating a cross-functional team of 8 members, managing the project’s development lifecycle and ensuring seamless collaboration between AI and Web development tracks. • Architected and implemented an Advanced RAG Fusion system using LangChain for orchestration and PostgreSQL (Pgvector) for high-performance vector storage, ensuring high-precision, bilingual (Arabic/English) retrieval. • Engineered the technical bridge between the FastAPI AI service and the Laravel-based business logic to support a scalable, decoupled microservices architecture.

React 18ViteTailwind CSS+17
ApexML

ApexML

Engineered ApexML, an automated, end-to-end machine learning platform deployed on Streamlit for dynamic data profiling and model training. Integrated the Gemini API to generate intelligent, AI-driven recommendations for optimal data preprocessing and feature engineering.

PythonStreamlitPandas+13

Experience

Professional journey building AI systems and LLM-powered products.

National Telecommunication Institute (NTI)

Machine Learning for Data Analysis Intern

National Telecommunication Institute (NTI)

July 2026 - Aug 2026

• Engineered ApexML, an automated, end-to-end machine learning platform deployed on Streamlit for dynamic data profiling and model training. Integrated the Gemini API to generate intelligent, AI-driven recommendations for optimal data preprocessing and feature engineering. • Architected and deployed 15+ interactive machine learning web applications utilizing Supervised and Unsupervised Learning algorithms (SVM, Neural Networks, Decision Trees, K-Means, PCA). • Designed scalable data analysis pipelines utilizing Pandas and NumPy for end-to-end Exploratory Data Analysis (EDA), applying advanced data cleaning and feature engineering techniques to extract actionable insights.

National Telecommunication Institute (NTI)

Natural Language Processing Intern

National Telecommunication Institute (NTI)

Aug 2025 - Sep 2025

• Engineered Avokat AI, a bilingual legal assistant using Gemini LLMs, RAG, and Neo4j Knowledge Graphs to analyze contracts, extract legal loopholes, and provide grounded document analysis in Arabic and English. • Developed EmpathyBot, a sentiment-driven chatbot utilizing DistilBERT and FAISS-powered RAG, achieving over 80% accuracy in real-time emotion detection and delivering context-aware responses. • Architected backend logic for AI models by building robust RESTful APIs using FastAPI, implementing advanced prompt engineering, and optimizing text extraction pipelines using PyMuPDF.

Telecom Egypt

Artificial Intelligence Intern

Telecom Egypt

Jul 2024 - Aug 2024

• Co-developed and optimized Machine Learning and Deep Learning models using Python to address data-driven challenges. • Automated data preprocessing and model training pipelines by developing custom Python scripts, significantly reducing manual effort.

Competitions & Awards

Milestones earned through competition, collaboration, and applied AI research.

4th Place Winner - AI Hackathon 2026 (Menoufia)

Orange Digital Center, ITIDA, TIEC & Instant Software Solutions

AI Innovators Team
Aug 2026

Led the 5-member "AI Innovators" team, securing 4th place in Menoufia Governorate at a nationwide hackathon featuring 2,000+ participants from 17 governorates in Egypt. We successfully built and pitched "Sadeed," a zero-hallucination AI co-pilot for Clinical Decision Support (CDS).

Skills and Technologies

Specialized in the full AI engineering stack from ideation to production.

LLMsRAGAdvanced RAGAgentic WorkflowsNLPFine-Tuning

Education

Academic foundations that shaped my approach to engineering and problem-solving.

Higher Institute of Engineering and Technology in Tanta

Bachelor of Electrical Engineering

Communications and Computer Engineering

Higher Institute of Engineering and Technology in Tanta

Sep 2021 – Sep 2026

What People Say

Recommendations from colleagues and collaborators.

Hany El-Ghaish

Hany El-Ghaish

Associate Professor . Tanta University

LinkedIn
“It has been a pleasure supervising Yusuf during his graduation project, Rashaad, where he served as the Team Leader of an outstanding AI development team. From the very beginning, Yusuf demonstrated exceptional leadership, responsibility, and commitment. He successfully coordinated the team's activities, organized the project workflow, ensured effective communication among team members, and maintained steady progress throughout the project's development. His ability to manage both the technical and organizational aspects of the project played a significant role in its success. Beyond his leadership skills, Yusuf possesses strong technical capabilities in Artificial Intelligence and software engineering. He is a fast learner, an analytical thinker, and someone who approaches complex problems with creativity and determination. Throughout the project, he consistently showed professionalism, perseverance, and a genuine passion for developing innovative solutions that address real-world challenges. What impressed me most was his willingness to take ownership, support his teammates, and continuously seek improvement. He led by example, creating a collaborative environment that enabled the team to deliver a high-quality AI-powered academic advising platform. I am confident that Yusuf has the potential to become an outstanding AI engineer and technology leader. I highly recommend him for positions and opportunities in Artificial Intelligence, Machine Learning, Software Engineering, and research-oriented environments. Any organization would benefit from his technical expertise, leadership qualities, and strong work ethic. I wish Yusuf every success in his future career and look forward to seeing his continued contributions to the field of Artificial Intelligence.”
Fareed Ali

Fareed Ali

AI Engineer . Dexef

LinkedIn
“I had the pleasure of mentoring Yousef during the AI Hackathon 2026, where he led his team in building "Sadeed", an AI Copilot designed for clinical decision support in oncology. Yousef’s leadership and practical problem-solving under pressure were truly impressive. Facing strict time constraints, he effectively guided the team through complex hurdles, maintained focus, and delivered a solid, high-quality product in record time. On top of his execution skills, his pitching and ability to clearly communicate the vision and technical scope were outstanding. As an AI Engineer in the industry, I strongly recommend Yousef to any team looking for a resilient leader, a fast executioner, and someone who thrives under high-stakes challenges.”
Ahmed Halim

Ahmed Halim

AI Instructor . NTI

LinkedIn
“During my time at NTI, I had the pleasure of teaching Yousef. He was a highly dedicated student who consistently demonstrated a strong grasp of complex technical concepts. His ability to apply theoretical knowledge to practical problems, a skill crucial for any engineer, was awe-inspiring. Yousef has built a solid technical foundation in NLP, and I am confident in his potential as a future AI professional.”
Mohamed Osama

Mohamed Osama

AI Instructor . NTI

LinkedIn
“I had the privilege of being Yousef’s instructor during the NLP scholarship. He showed excellent knowledge of NLP, strong commitment, and great teamwork skills. Yousef was always reliable, proactive, and added real value to the project. I highly recommend him for any opportunity in AI and NLP.”

Technical Blog

Deep-dives into AI engineering, LLM integration, and building production-grade systems.

Let's Build Something

Have an AI project in mind? I'd love to hear about it.

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Based in

Cairo, Egypt

Open to remote opportunities worldwide