Ines Bouhelal

Bis 2022, Computer Vision intern, Enova Robotics

Bis 2020, Pre-engineering school, preparatory institute of Monastir

Sousse, Tunisia

Skills

OpenCV
Lernen
C/C++
Jupyter
Docker
Objekte
Maschinelles Sehen
Python pandas
Fehlerfreiheit
Forschung
Robotik
Operations Research
Praktikum
Datenmanagement
Data Structures
GitHub
NumPy
Programmiersprache
Informatik
Röntgendiagnostik
Anaconda
data pipeline
DICOM
Matplotlib
Maschinelles Lernen
Algorithmus
Keras
Java
Datenbank
Entscheidungsfähigkeit
Datenbasis
NoSQL
FIRE
iPhone Apps
Big Data
Cloud Computing
Apache Hadoop
Figma
Flutter
AWS
Automatisierung
Lerncoaching
Firebase
Mobile Entwicklung
DynamoDB
Amazon EC2
Amazon S3
Data Manipulation
UI/UX design
MapReduce
Git
Apps
SQL
Imaging
Deep Learning
Data Science
TensorFlow
Python
PyTorch
Neural Networks
Computer Vision
Transformers
Scikit-learn
Sql
Django
Machine Learning

Timeline

Professional experience for Ines Bouhelal

  • 6 months, Apr 2023 - Sep 2023

    Machine Learning Research intern

    Ontario Tech University

    Data Preparation: Ensuring the compatibility of medical imaging data (NIFTI and DICOM format) with data preprocessing scripts. •Segmentation of glioblastoma brain tumors: Utilized and fine-tuned transformer-based model Segment Anything Model for the task, achieving a dice score of 0.741, a sensitivity of 0.994, and a specificity of 0.841.

  • 3 months, May 2022 - Jul 2022

    Computer Vision intern

    Enova Robotics

    Data Preparation: Collected, cleansed, preprocessed and documented a fire dataset guaranteeing data accuracy and integrity as a reliable foundation for data-driven decision-making processes. •Object Detection: Employed YOLO (v3, v4, and v5), and Faster-R-CNN for fire detection, reaching a 70% accuracy rate with the best model and deploying it on the company's robot.

  • 3 months, Aug 2021 - Oct 2021

    Mobile App Developer

    Aggricus

    Authentication in Flutter: Designed and established client authentication and custom profiles. •Data Management: Stored client requests and demands using a NoSQL Database Firebase eliminating 10% of paperwork for the company. •App Interface: Accomplished a compelling UI/UX design for the app via Figma and seamlessly implemented it.

Educational background for Ines Bouhelal

  • 3 years and 1 month, Sep 2020 - Sep 2023

    Computer Science and Engineering

    National School of Computer Science

    3.4 GPA

  • 2 years, Sep 2018 - Aug 2020

    Pre-engineering school

    preparatory institute of Monastir

Languages

  • English

    Fluent

  • French

    Fluent

  • Arabic

    First language

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