Mohammed Tati
Mohammed Tati

Mohammed Tati

AI Engineer & Data Scientist

Morocco

Work Experience

Founding AI Engineer

Goji

Dec 2024 - Present
Paris, France

Part-time | Remote

  • Currently building a startup that has been accepted into Station F.
  • Developing AI platform for scalable insight collection through conducting interviews
  • Developing the entire stack of the Candid AI platform (MVP) from the ground up in collaboration with the CTO
  • Contributing to the development of Goji, an AI-powered agent designed to personalize user experiences during product exploration. Goji can be seamlessly embedded into websites, fully customizable in name and functionality, offering personalized demos to users.

AI Engineer

BEREXIA

Aug 2024 - Jan 2025
Casablanca, Morocco

Full-time | Hybrid

  • Participated in ITU-organized workshops to define use cases for implementing AI projects
  • Collected data to fine-tune embedding model (BAAI/bge-large-en-v1.5) for better precision and accuracy.

Data Scientist

BEREXIA

Feb 2024 - Jul 2024
Casablanca, Morocco

Internship | Hybrid

  • Developed an ESG report builder using Retrieval-Augmented Generation (RAG) and open-source LLM (mistralai/Mistral-7B-Instruct-v0.2) from Hugging Face
  • Created a microservice with Flask for seamless integration of the ESG (Environmental, Social, and Governance) report builder into other applications
  • Deployed the solution on AWS EC2 using Docker, optimizing for T4 GPU
  • Finetuned an embedding model, improving document classification accuracy by 17.2% for enhanced retrieval results
  • Secured third place in an ITU-organized competition, leading to contributions in an open-source RAG project.

Data Science Intern

BEREXIA

Aug 2023 - Feb 2024
Casablanca, Morocco

Internship | Remote

  • Developed a chatbot to help DevOps engineers create and understand their docker, Kubernetes and YAML files

Computer Vision Engineer Intern

MAJAL

Jul 2023 - Aug 2023
Berkane, Morocco

Internship | On-site

  • Developed a deep learning-based computer vision system to count bus passengers in real-time, enhancing security protocols
  • Collected and annotated a custom dataset to fine-tune YOLOv5 for improved object detection accuracy by 42.6%
  • Tracked objects using open-source Multi-Object tracking by associating every detection box (ByteTrack).

Skills

🤖

AI Engineering

8 skills

TensorFlow

PyTorch

LLMs

RAG

Hugging Face

MLflow

Computer Vision

NLP

📊

Data Science

8 skills

Machine Learning

Data Analysis

Data Visualization

Statistical Analysis

Feature Engineering

Time Series Analysis

Scikit-learn

Pandas

💻

Programming

4 skills

Java

Python

JavaScript

C++

🛠️

Frameworks & Tools

9 skills

Flask

Spring Boot

Next.js

React

Docker

Kubernetes

CI/CD

FastAPI

LangChain

☁️

Cloud & Databases

5 skills

AWS

Azure

PostgreSQL

MongoDB

MySQL

Extracurricular

Speaker & Mentor in Data science

Abdelmalek Essaâdi UNIVERSITY

Explore
2023
Al Hociema, Morocco
  • Taught big data and data science courses, focusing on practical applications, and organized innovative learning projects for the data club.
  • Hosted live streams with industry experts to explore advanced data engineering topics.

Participate in NLP Competition

HACKATHON Think AI, UM6P

View Source
2023
Bengruir, Morocco
  • Participated in a 3-day AI hackathon, fine-tuning a BERT model for sentiment analysis in Darija (Moroccan Arabic dialect).

Education

Abdelmalek Essaâdi University - National School of Applied Sciences

State Engineer | Data engineering (2019-2024)

Al Hociema, Morocco