Image Style Transfer
This project implements a Fast Neural Style Transfer model to apply artistic styles to images.
.svg)
This is the value
Abdelillah
Serghine
Abdelillah Serghine
Passionate about creating something innovative that makes life easier.
Download CVsoftware & AI Developer
Located in Algeria, I am an Ai developer and researcher with expertise in software developement, building innovative solutions and contributing to the society.
sharing my knowledge on social networks, send me an email and I'll answer you.
Contact MeSkills
Visit the projects section to see the work done with these web technologies.
RECENT PROJECTS
Deep Learning
COVID-19 Classification
the application of transfer learning for classifying chest X-ray images using the COVID-19 Radiography Dataset.
CNN Image Classifier
the implementation of a CNN from scratch for image classification on the CIFAR-10 dataset.
Digit classification for MNIST
Designed, trained, and optimized an MLP on MNIST and CIFAR-10 using Keras, experimenting with optimizers, regularization, dropout, early stopping, and hyperparameter search to improve classification performance.
Malicious URL Detection
This project develops an AI-based model to detect malicious URLs. The model employs natural language processing (NLP), alongside machine learning (Random Forest) and deep learning (LSTM) to classify URLs.
Machine Learning
Healthcare Assistant
Applied association rule mining (ECLAT, Apriori, FP-Growth) to analyze 239k+ prescription records, uncovering patterns and building scalable models for pharmacy and healthcare integration.
Clustering and Analysis on CIFAR-10 Subset
Applied K-Means clustering with PCA/LDA on a CIFAR-10 subset (airplane, automobile, bird, cat), visualizing clusters, making evaluation and improving performance.
Heart Disease Detection
Performed data cleaning, feature encoding, correlation analysis, and z-score normalization on a heart disease dataset to prepare it for machine learning tasks.
NLP
Paperly
Developing an LLM tool that helps academics extract and summarize informations from research papers.
Software Developement
Weatheriii
A weather App to see the forecast informations for any city including temperature, status and more.
Calculator
A calculator App that perform basic arithmetic operations to learn HTML, CSS and JavaScript.
Food Delivery App
A mobile app that makes the delivery of delicious tastes easier, with Authentication and products pages.
SUSHIMAN
Sushi store that deliver delicious japanese food, a Landing Page to learn responsive design and animations.
SERVICES I OFFER
Software Developemnt
Designing, building, and maintaining scalable applications tailored to user and business needs.
Data Engineering
Transforming raw data into reliable, accessible, and optimized pipelines for analytics and decision-making.
Ai Research and Developement
Exploring and implementing cutting-edge AI models and solutions to solve complex real-world problems.
EDUCATION
ESI-SBA
Ai and Data Science
09/2023 - PresentCompleting my academic journey in the heigher school of computer science and specialized in Ai and data science, Learning Machine Learning, Deep Learning, NLP, Big Data and more.
Adrar University
Computer Science
09/2021 - 06/2023Learned Fundamentals of programming, OOP, Database Management, Networks.
EXPERIENCE OR WORK
Shellmates Club
Graphic Designer
02/25 - PresentContributing to the club by designing UI/UX pages and Graphic Design posts.
Alphabit Club
Technical Team Member
09/23 - presentDeveloping user friendly web pages using Nextjs and Tailwind-css also making many activities.
Sonatrach
Software Engineer Intern
09/24 - 09/24 InternshipDiscovered the company and develpoed a minimalist data visualization app.