AI & Software Engineer

Ait Mbark
Soumya

Building intelligent systems that matter

Available for new opportunities

about.me

Who I Am

I'm an AI & Software Engineer passionate about building intelligent systems at the intersection of machine learning, software architecture, and real-world impact.

From training deep learning models to deploying scalable APIs, I work across the full AI product lifecycle — research, development, and production.

I thrive on complex problems, clean code, and turning cutting-edge research into software that works.

10+

Projects shipped

10+

Certifications

Years experience

∞

Lines of code

career.log

Experience

AI Engineer · TechPal Mar – Sep 2025 · Casablanca, Morocco

Design and development of an AI-based intelligent legal assistant for Arabic legal language processing.

Implemented a RAG pipeline with ChromaDB and SentenceTransformers for semantic search
Integrated AraBERT for Arabic legal text processing and LLaMA 3 for response generation
Developed the web interface in React

Full Stack Developer · EMSI Jul – Sep 2024 · Casablanca, Morocco

Design and development of an HR management platform with Spring Boot and Angular.

Set up the back-end architecture with Spring Boot (secure REST API)
Built a dynamic, responsive front-end with Angular
Implemented role-based authentication and authorization (Admin, Employee, HR)
Created modules for employee, department, absence, and evaluation management

Full Stack Developer · CDMA Solutions Aug – Sep 2023 · Casablanca, Morocco

Development of "CDMA Expertise", a web and mobile application for claims management.

Built and improved front-end and back-end interfaces with Laravel, PHP, Bootstrap, HTML, CSS, JavaScript
Designed, optimized, and maintained databases with MySQL

tech.stack

Skills & Technologies

AI / ML

PyTorch TensorFlow scikit-learn Hugging Face LangChain LLM/LLaMA RAG NLP LLM Fine-tuning

Languages

Python JavaScript JAVA SQL C# C PHP C++ Flutter

Backend / APIs

FastAPI Flask Spring Boot Node.js REST APIs GraphQL Django Laravel

Cloud / DevOps

Docker AWS GCP CI/CD Linux Git

my.work

Projects

Private

AI Chatbot

Design and Development of an intelligent legal assistant based on AI for processing Arabic legal language

Python LangChain OCR RAG Flask Llama3 NLP

GitHub

HR Platform

Design and implementation of a human resources management platform

Java/springBoot Angular Rest API MySQL

GitHub

OCRApp

Cross-platform mobile application for handwritten text detection, combining Flutter and Google MLKit for a seamless experience on both iOS and Android

Flutter Firebase Google MLKit React

GitHub

Document Search and Q&A System (RAG)

End-to-End Retrieval-Augmented Generation (RAG) AI System using LangChain for RAG framework, FAISS for vector store, Hugging Face model as LLM and Gradio for frontend UI.

Hugging Face langchain Faiss gradio

credentials