AI · Big Data · Digital Transformation

Ameni
Timoumi

AI & Big Data Engineer, specialized in data science, machine learning and intelligent systems design. I build innovative solutions combining AI, web development and data-driven insights.

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// at a glance

Years of professional experience

Major AI projects delivered

Languages spoken

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Experience

July 2019
— Present

HRIS Manager & Business Solutions

Société Magasin Général · Group Bayahi

Analyze user needs and ensure satisfaction through a continuous improvement approach to the user experience
Participate in the design of HRIS solutions in collaboration with project teams and software vendors
Write detailed functional specifications and map existing processes to optimize tools
Design and deliver tailored training sessions to facilitate tool adoption
Ensure compliance with regulations (GDPR, organizational standards) and HR policies

HRIS GDPR Project Management Training Digital Transformation

Projects

// 01 · April 2026 · Latest Project

RAG Document Q&A

Production-ready Retrieval-Augmented Generation pipeline. Upload PDF or Word documents and ask questions in natural language — answers stream word by word with exact source citations. Built with LangChain, Groq (LLaMA 3.3 70B), HuggingFace embeddings and FAISS. Zero hallucination by design.

LangChain Groq LLaMA 3.3 70B HuggingFace FAISS Streamlit

⌥ GitHub ↗ Live Demo

// 02 · May–Sept 2025 · Final Year Project

AI-Assisted System for Automatic Documentation & Content Generation

AI-assisted web platform for the automatic generation of narrative content (characters, locations, guides) in the Arab-Muslim universe. Full-stack architecture with LangChain agents, multilingual chat, and an automated CI/CD pipeline.

Python Django React.js LangChain Flowise PostgreSQL MinIO GitLab CI Netlify TailwindCSS

// 03 · Jan–Mar 2025

My Health Bot

Medical Speech-To-Text bot capable of converting voice to text, detecting symptoms, and predicting a probable illness. NLP models for medical entity extraction (NER) and disease classification using BERT.

Whisper AI NLP NER BERT FlaskAPI

// 04 · May–Jun 2024

Sales Forecasting · Retail Distribution

Sales forecasting model for 9,000 retail products. Data collection and cleaning, feature selection, training of multiple models, and deployment of an interactive dashboard for real-time strategy monitoring.

Python Scikit-learn Pandas Dashboard ML

Skills

// Languages & Frameworks

Python

Django / REST

React.js

TailwindCSS

FlaskAPI

Streamlit

// AI & Machine Learning

NLP / LLM

LangChain / Flowise

BERT / HuggingFace

PyTorch / TensorFlow

Computer Vision

RAG / Vector Search

FAISS

Groq API

// Big Data & DevOps

Hadoop / Spark

PostgreSQL / MongoDB

Docker

Kafka / Neo4j

GitLab CI / Netlify

Education

Sept 2023 — Oct 2025

Engineering Degree in Computer Science

Iteam University

Big Data & Business Intelligence

Sept 2018 — Jun 2019

Research Master's in Computer Science

Institut Supérieur des Arts et Multimédia

Specialization: Big Data

Sept 2014 — Jun 2017

Bachelor's Degree in Computer Science