Abderrahmane Samali

– Built an end-to-end AI-powered financial dashboard (Flask + React) that visualizes historical trends and facilitates an interactive diagnostic dialogue between the user and AI agents. – Designed a JSON-based Knowledge Base architecture acting as a "Foreign Key" system to map quantitative data triggers to qualitative diagnostic questions, ensuring explainable AI outputs. – Optimized the recommendation engine to prioritize high-criticality external factors (e.g., Market Events) before analyzing internal strategy, mimicking professional financial auditing standards. – Designed and developed a multi-agent system for automated financial document analysis and credit risk assessment.

– Architected the full-stack unification and UI/UX modernization of two legacy educational platforms into a unified five-portal ERP system, automating student enrollment and document verification workflows. – Built data/knowledge assets and automation workflows (schemas, compliance matrices, structured reports, Excel/JSON pipelines) across Pedagogical, Technical, Finance, and Admissions services to standardize operations and decision-making.

– Developed and deployed a churn prediction and scoring system (Random Forest + Streamlit) improving retention targeting; supported business with actionable insights. – Automated Generative AI monitoring (web scraping, NLP, filtering, newsletter) used by leadership for strategic updates. – Recommended customer offers and retention strategies, driving measurable uplift in engagement.