Ouday BenAbid

🔹Merged multiple RAG strategies (classic, hybrid, hierarchical) into a unified architecture, significantly improving the system’s relevance, robustness, and scalability. 🔹Integrated an autonomous LLM agent capable of reasoning, dynamically navigating indexed documents, and orchestrating calls to both the vector database and system functions. 🔹Performed fine-tuning of LLMs on domain-specific data to reduce hallucinations and increase response accuracy. 🔹 LangChain to orchestrate tools, memory, and multi-step workflows 🔹Developed and integrated a Single Sign-On (SSO) system to secure solution access, ensuring unified authentication and identity management compliant with security standards. 🔹I successfully deployed our RAG solution to the cloud and moved it into production. 🔹Automated form filling via AI agents and n8n , with production deployment on the cloud and integration of intuitive graphical interfaces for usability and efficiency .

✔️ Collected, cleaned, and analyzed data from multiple sources (CRM, ERP, Google Analytics) ✔️Built interactive dashboards using Power BI to visualize key performance indicators (KPIs). ✔️Utilized Python (Pandas, NumPy, Matplotlib) and SQL to automate weekly reports. ✔️Educational Search Engine: I developed an educational search engine involving a complex process of extracting relevant data using Scrapy and Google API. The search engine is meticulously designed to exclusively filter educational results, ensuring a targeted result. Additionally, it intelligently categorizes and presents search results based on the student's skill level, ranging from beginner to expert. SKILLS: Django - Python - Scrapy- Pythonanywhere ✔️Educational platform: I developed an educational platform using Django for creating the backend and Vue.js for the frontend. Notably, I have seamlessly integrated a meticulously designed educational search engine to optimize search capabilities. Additionally, I implemented a state-of-the-art chatbot using the Rasa framework, enriching user interaction and fostering an immersive learning experience within this comprehensive educational platform. ✔️SKILLS: Django - VueJs

✔️Developed and deployed an OCR system to automatically extract relevant data from insurance contracts for automated report generation and integrated a fraud detection module by analyzing contract data anomalies . ✔️Tools : Tesseract OCR, OpenCV, Python, Pandas

✔️ Built an automated system for detecting faces , recognize the gender and classify it by age using OPENCV . ✔️ Collaborated on Natural Language Processing (NLP) tasks to enhance language understanding in speech systems. ✔️Skills : Python - OpenCV - SpaCy - NLTK