I am Chahla Tarmoun, an AI Engineer with a passion for turning data into practical solutions across finance, healthcare, and market analysis. I enjoy collaborating with cross-functional teams to translate complex data and AI models into actionable insights that support risk management, product development, and informed decision-making.\n\nMy experience includes designing and deploying end-to-end ML pipelines, NLP extraction, anomaly detection, and time-series forecasting. I value clear communication and practical impact, and I strive to deliver scalable, data-driven results that reduce manual effort and enable better business decisions.…

Chahla Tarmoun

I am Chahla Tarmoun, an AI Engineer with a passion for turning data into practical solutions across finance, healthcare, and market analysis. I enjoy collaborating with cross-functional teams to translate complex data and AI models into actionable insights that support risk management, product development, and informed decision-making.\n\nMy experience includes designing and deploying end-to-end ML pipelines, NLP extraction, anomaly detection, and time-series forecasting. I value clear communication and practical impact, and I strive to deliver scalable, data-driven results that reduce manual effort and enable better business decisions.…

Available to hire

I am Chahla Tarmoun, an AI Engineer with a passion for turning data into practical solutions across finance, healthcare, and market analysis. I enjoy collaborating with cross-functional teams to translate complex data and AI models into actionable insights that support risk management, product development, and informed decision-making.\n\nMy experience includes designing and deploying end-to-end ML pipelines, NLP extraction, anomaly detection, and time-series forecasting. I value clear communication and practical impact, and I strive to deliver scalable, data-driven results that reduce manual effort and enable better business decisions.

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Skills

Experience Level

Python
Expert
ChatGPT
Expert
Data Science
Expert
SQL
Expert
Docker
Expert
PyTorch
Expert
TensorFlow
Expert
Selenium
Expert
GPT
Expert
Data Visualization
Expert
Tableau
Expert
Keras
Expert
PostgreSQL
Expert
Power BI
Expert
Azure
Expert
Kubernetes
Expert
MongoDB
Expert
Node.js
Expert
Hadoop
Expert
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Language

English
Fluent
French
Fluent
Arabic
Fluent

Work Experience

Data Scientist Intern at Integrative Phenomics
September 1, 2024 - October 15, 2025
Developed an end-to-end NLP pipeline for extracting food–disease relationships from 10K+ scientific abstracts, including named entity recognition (NER), linking (NEL), and relation extraction (RE). Fine-tuned Transformer models (BERT, BioBERT) for relationship classification, achieving a 90.9% F1 score and significantly improving information retrieval accuracy.
Data Scientist Intern at Innov’X
September 1, 2023 - October 15, 2025
Built a large-scale web scraping pipeline using BeautifulSoup and Selenium, to collect and structure agricultural pricing data from multiple sources, improving market visibility. Trained and evaluated predictive models to forecast wholesale market prices and analyze margin gaps, providing actionable insights to stakeholders.
Data Scientist Apprentice - Trade Surveillance & Compliance at Société Générale Corporate & Investment Banking (SG CIB)
September 1, 2024 - September 1, 2025
Contributed to the creation of a new compliance control to detect price manipulation during auction periods, using statistical and anomaly detection indicators. Conducted needs analysis and data assessment with Risk and Compliance, arbitrating trade-offs between data quality, risk coverage, and compliance teams’ operational capacity. Delivered an operational solution reducing manual transaction reviews by 90%, scalable to additional markets.

Education

Master 2, Data Science (MOSEF) at Université Paris I Panthéon-Sorbonne
September 1, 2024 - September 1, 2025
Double Degree, Applied Mathematics and Data Science at ENSIIE
September 1, 2023 - September 1, 2025
Engineering Degree, Scientific Modeling and Computer Science at Mohammadia School of Engineers (EMI)
September 1, 2021 - September 1, 2025
Preparatory Classes for Engineering Schools at CPGE Mohammed VI
September 1, 2019 - June 1, 2021

Qualifications

HP Challenge - 1st place
December 1, 2024 - October 15, 2025
Nexialog Challenge - 1st place
April 1, 2025 - October 15, 2025
Microsoft Azure Fundamentals (AZ-900)
June 1, 2025 - October 15, 2025

Industry Experience

Financial Services, Healthcare, Life Sciences, Professional Services, Software & Internet, Education, Media & Entertainment
    paper Object Detection for Autonomous Driving
    • Built a complete object detection pipeline on the KITTI autonomous driving dataset.
    • Trained and benchmarked YOLOv8m and Faster R-CNN, achieving a 91.9% mAP50 with YOLOv8 and delivering a detailed comparative evaluation of both architectures for real-world perception tasks.
    paper Generative AI for UML Diagram Generation
    • Development of a GenAI application that transforms natural language specifications into UML diagrams, using an LLM-based architecture orchestrated with LangChain and the OpenAI API.
    • Design of a prompt chain (zero-shot, few-shot, and feedback loop) enabling the automatic generation of PlantUML code.