Boutaina El Hourri

Hackathon Project Developer (MediAssist247) at MediAssist247

Designed and developed an intelligent medical AI system using autonomous agents to triage symptoms, recommend pharmacies, and simulate interactions with pharmacists. Built a Node.js/Express backend to manage user requests, assess medical urgency, and orchestrate agent actions. Integrated rule-based logic for automated triage decisions. Collaborated to design workflow Triage → Pharmacy → Consultation → Emergency. Implemented an interactive UI (HTML5/CSS3/JS) with a chatbot, geolocation map, and simulated Solana wallet. Technologies: JavaScript, Express, MongoDB, agent-based AI concepts.

Financial Data Analyst (GenAI Job Simulation) at BCG (Boston Consulting Group)

Executed manual financial data extraction from SEC EDGAR 10-K filings for Fortune 500 clients (e.g., Microsoft, Tesla, Apple), analyzing key metrics including Total Revenue, Net Income, Assets, Liabilities, and Cash Flow. Developed data analysis scripts in Python (Pandas, NumPy) within Jupyter Notebooks to calculate YoY growth rates, profitability margins, and identify trends. Engineered core rule-based logic for an AI chatbot prototype to parse and respond to natural language queries about corporate financial performance, forming the foundation for NLP integration.

Web Developer at Wyze Agency

Develop and deploy responsive, SEO-optimized websites for SMEs across Africa and Europe using HTML5, CSS3, JavaScript, and React.js. Build and customize WordPress themes and plugins to meet client requirements, ensuring mobile-first design and WCAG accessibility. Improve front-end performance with Lighthouse scores above 90 through code splitting, image optimization, lazy loading, and efficient asset delivery. Collaborate with designers, project managers, and clients in Agile workflows (Trello and Notion) to deliver projects on time and within scope. Provide post-launch maintenance, security updates, and user training to increase client autonomy and satisfaction. Design lightweight web solutions for low-bandwidth environments to enhance digital inclusion.

Founder & Scientific Content Creator at Qubit.Core

Developed educational videos on applied quantum computing, quantum algorithms, and quantum cryptography. Utilized Python, Manim (Python animation library), and LaTeX to visually model and illustrate quantum processes. Simplified complex topics such as quantum superposition, quantum logic gates, and encryption systems for a wider audience. Strengthened skills in scientific communication, technical visualization, and educational content design.

AI System Developer at lablab.ai (Hackathon)

Designed and developed an intelligent medical AI system (MediAssist247) using autonomous agents to triage symptoms, recommend pharmacies, and simulate interactions with pharmacists. Built a Node.js/Express backend to manage user requests, assess medical urgency, and orchestrate agent actions. Integrated rule-based algorithmic logic for automated decision-making. Collaborated in a team to design a complete workflow: Triage → Pharmacy → Consultation → Emergency. Implemented an interactive UI (HTML5/CSS3/JS) featuring a chatbot, geolocation map, and simulated Solana wallet. Utilized JavaScript, Express, MongoDB, and agent-based AI concepts.