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Feres Kordani

Feres Kordani

Certified

Data Scientist

ISSATso | Tunisia

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

Exploring London's Travel Network

SQLSnowflake
project

Analyzing Crime in Los Angeles

Python
project

Producing Soccer Insights for a Sports Media Agency

SQL
project

Analyzing Motorcycle Part Sales

SQL
project

When Was the Golden Era of Video Games?

SQL
project

Analyzing Students' Mental Health

SQL
project

Analyze International Debt Statistics

SQL
project

Cleaning Bank Marketing Campaign Data

Python
project

Analyzing Electric Vehicle Charging Habits

SQL
project

Factors that Fuel Student Performance

SQL
project

Exploring Trends in American Baby Names

SQL
project

Modeling Car Insurance Claim Outcomes

PythonTheory

My Certifications

These are the industry credentials that I’ve earned.

Python Toolbox

Python Toolbox

Understanding Data Engineering

Understanding Data Engineering

Writing Efficient Python Code

Writing Efficient Python Code

Introduction to Python

Introduction to Python

Intermediate Python

Intermediate Python

Introduction to NumPy

Introduction to NumPy

Introduction to Functions in Python

Introduction to Functions in Python

Data Manipulation with pandas

Data Manipulation with pandas

Introduction to SQL

Introduction to SQL

Intermediate SQL

Intermediate SQL

Joining Data in SQL

Joining Data in SQL

Intermediate Python for Dev

Intermediate Python for Dev

Database Design

Database Design

Introduction to Relational Databases in SQL

Introduction to Relational Databases in SQL

Introduction to APIs in Python

Introduction to APIs in Python

Introduction to Git

Introduction to Git

Intermediate Git

Intermediate Git

DataCamp Course Completion

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

Courses

Introduction to Python
Introduction to SQL
Intermediate Python
Intermediate 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

About Me

Feres Kordani

Data Scientist & Software Engineer specializing in deep learning, computer vision, and end-to-end ML. Built production web apps (React/Django), CNNs in PyTorch, and YOLO model evaluations. Passionate about scalable, real-world AI.

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