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Feres Kordani

Feres Kordani

Software Engineer

Sof

Technologies

My Portfolio Highlights

My New Course

PostgreSQL Summary Stats and Window Functions

My New Course

Introduction to Regression with statsmodels in Python

My New Course

PostgreSQL Summary Stats and Window Functions

Data alchemist, transforming raw numbers into golden insights.

My Work

Take a look at my latest work.

project

Modeling Car Insurance Claim Outcomes

PythonTheory
project

Modeling Car Insurance Claim Outcomes

PythonTheory

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

Courses

Introduction to Python
Introduction to SQL
Intermediate SQL
Joining Data in SQL

My Work Experience

Where I've interned and worked during my career.

SAMA PARTNERS Business Solutions SARL | Feb 2024 - Jul 2024

Data Science Intern

• Developed Avicenna, a web app for physicians to monitor bacterial infections (ReactJS, Django, Tailwind, MS Entra ID, CornerstoneJS, Orthanc). • Developed supervised CNN-based image classification models in PyTorch, leveraging labeled data for accurate predictions. • Developed unsupervised CNN models in PyTorch, applying self-supervised learning techniques to extract meaningful patterns from unannotated medical images. • Implemented model merging using the Zipit! method in PyTorch. • Analyzed the impact of model merging in supervised vs. unsupervised CNNs, evaluating performance based on the number of layers merged.
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Telnet | Jul 2023 - Aug 2023

Data Science Intern

• Conducted a study on computer vision problems and object detection models. • Analyzed the YOLO model (architecture, detection method, loss functions, etc.). • Evaluated YOLO models on a subset of PASCAL VOC 2012 dataset. • Compared performance across YOLO versions (v5, v6 and v8)

My Education

Take a look at my formal education

Engineering Degree in Software EngineeringHigher Institute of Applied Science and Technology of Sousse | 2024

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