Souha Kacem

Designed and deployed LLM-based solutions (GPT, LLaMA, Mistral) for public and private sector clients across the Middle East by data collection, model training, evaluation, deployment, and documentation. Integrated RAG pipelines using LangChain for real-time Automated internal workflows by integrating Agentic AI solution, reducing role-based processing time from 40 hours to 10 minutes with 80% accuracy

Built and automated data pipelines and web scrapers to extract and process 20K+ LinkedIn/company profiles per cycle. • Engineered a scalable data warehouse for OLAP analysis and dashboarding with Power BI. • Applied unsupervised learning (K-Means, Agglomerative Clustering) to segment leads by digital maturity. • Developed a Django web application to centralize and display actionable insights. • Collaborated cross-functionally to align data products with business needs and client goals.

Led a 5-member development team using Agile principles to increase collaboration and delivery speed. Built a multilingual chatbot with 5 assistant modules for various scenarios (e.g., lost items, medical emergencies), using IBM Watson Assistant and Language Translator (40+ languages supported).

Designed a facial liveness detection system using CNNs and Transfer Learning for KYC verification. Implemented advanced anti-fraud measures: thermal detection, 3D face analysis, and expression/movement recognition using OpenCV.