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Salma Barhdadi

@salmabarhdadi

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Passionate AI Engineer with hands-on experience in data pipelines.

Morocco

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What I'm looking for

I am looking for a role that fosters innovation and allows me to tackle challenging AI projects while promoting continuous learning and collaboration.

I am an AI Engineer with a strong passion for leveraging technology to solve complex problems. My hands-on experience includes developing real-time data pipelines and LLM-based chatbots, which have significantly enhanced decision-making processes in various domains. Currently, I am working on a multi-agent intelligent system that utilizes AI frameworks to automate reporting and analysis, ensuring that data-driven decisions are both efficient and effective.

Throughout my career, I have successfully designed and implemented innovative solutions, such as a multi-agent system that integrates expert chatbots across different business functions. My technical expertise spans a wide range of technologies, including Python, FastAPI, and various database systems, allowing me to create scalable and robust applications. I thrive in environments that challenge my skills and provide opportunities for growth, and I am eager to contribute to projects that push the boundaries of AI and data engineering.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

PLASTIMA

Dec 2024 - Present (9 months)

Designed and developed a multi-agent system powered by LLMs, featuring expert chatbots per domain (HR, finance, operations...), capable of querying relational databases to generate dynamic insights and visualizations. Developed a Master Agent to orchestrate specialized agents based on the context of the question and aggregate their responses into a comprehensive answer.

Python fastAPI Kafka SQL Server PostgreSQL MongoDB Qdrant Docker

Data Scientist and AI Engineer

BEREXIA

Feb 2024 - Dec 2024 (10 months)

Developed a Dockerized FLASK REST API for an ESG-focused Retrieval-Augmented Generation (RAG) system to generate automated ESG reports. Designed and implemented an ETL pipeline, extracting ESG data from heterogeneous sources using LangChain and custom loaders, applying OCR, cleaning, segmenting, and classifying chunks into ESG subcategories.

Python Flask Docker Lang Chain ChromaDB Mistral 7B ETL Prompt Engineering

Data Scientist Intern

BEREXIA

Aug 2023 - Jan 2024 (5 months)

Adapted general language models to specific use cases for various applications. Collected, cleaned, and structured relevant data for model training.

LLMs)Data Cleaning Model Training Data Validation

AI Developer Intern

MAJAL

Jun 2023 - Aug 2023 (2 months)

Developed a Python API to count bus passengers using Computer Vision. Fine-tuned YOLOv5 and YOLOv8 models for passenger detection on custom datasets.

YOLO V5 Python Computer Vision YOLOv5 YOLOv8 ByteTrack OpenCV

Education

Degrees, certifications, and relevant coursework

National School of Applied Sciences of AI Hoceima (ENSAH)

Engineering Degree, DATA Engineering

Obtained an Engineering Degree in Data Engineering. Focused on advanced data processing, analysis, and system design.

National School of Applied Sciences of AI Hoceima (ENSAH)

Integrated Preparatory Classes, General Engineering

Completed Integrated Preparatory Classes, building a strong foundation in scientific and engineering principles. Prepared for advanced studies in applied sciences.