Samar Ammar

AI Engineer | Specializing in Data Science & Machine Learning

Salaire / Taux journalier

Freelance, ouvert au CDI

Expertises

NLP / Natural Language ProcessingMachine LearningPythonData ScienceDeep LearningLLMs / Large language modelsData AnalysisPyTorchTensorFlow

À propos

Introduction

ENSTAB engineering student graduating in June 2024, with a focus on information technology and a strong interest in data science and natural language processing. Most recently contributed as a Data Science Intern at be-softilys Tunisie, where efforts included building a custom VS Code extension and integrating the Code Llama model to generate accurate code descriptions. Developed an API to seamlessly link the extension with the model, enabling real-time code analysis. Previous internships at SerOps and Yess Consulting honed expertise in BERT model training, error detection, and NLP-based CV/job description analysis. Passionate about leveraging advanced machine learning techniques to solve complex technical challenges. Motivated to collaborate with forward-thinking teams to drive innovative solutions in the tech industry.

Liens

Expérience de travail

Data Science Intern

be-softilys Tunisie

janv. 2024 - juil. 2024

7 mois

Gouvernorat Tunis, Tunisie

• Developed a custom VS Code extension to analyze and describe source code, enhancing developer productivity. • Integrated and fine-tuned the Code Llama model for generating insightful code descriptions using NLP techniques. • Created an API to facilitate seamless interaction between the VS Code extension and the Code Llama model, improving user experience.

Data Science Intern

SerOps

juin 2023 - août 2023

3 mois

Gouvernorat Tunis, Tunisie

• Analyzed console output to identify errors and warnings, enhancing system reliability. • Trained a BERT model using unsupervised learning techniques for improved error detection. • Developed a question-answering system utilizing NLP methods, streamlining user interactions. • Gained hands-on experience in model training and fine-tuning for various text-based tasks.

Data Science Intern

Yess Consulting

juin 2022 - août 2022

3 mois

Gouvernorat Tunis, Tunisie

I had the opportunity to contribute to Yess Consulting by analyzing CVs and job descriptions, which enhanced the recruitment process. • Processed data from multiple formats, improving efficiency in candidate evaluation. • Utilized NLP techniques to extract meaningful insights, aiding in better job matching. • Developed strong analytical skills and a deeper understanding of natural language processing.


Formation

ENSTAB - Ecole Nationale des Sciences et Technologies Avancées à Borj Cédria

Engineer's degree, Information Technology

2021 - 2024

4 ans

ENSTAB - Ecole Nationale des Sciences et Technologies Avancées à Borj Cédria

Diplôme d'ingénieur, Engineering

2021 - 2024

4 ans

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