- Lives in Paris, France.
- Graduated from ESI Algiers ex INI.
- Graduated from University of Paris.
- Web development and data science
I am a data scientist and a full-stack web developer.
With expertise in Artificial Intelligence, Data Science , and Web Development, I help businesses unlock insights, automate processes, and build scalable digital solutions.
Learn More< about >
Hello!
I am Akli YALAOUI, I am a web developer and a data scientist. I am an ambitious person with a fast learning curve, I like creativity and solving complex problems both in computer science and everyday life.
Currently, I am seeking for new opportunities, I am open to work as a web developer freelancer or as a data scientist.
< about / >
< skills >
Languages
- Englishfluent
- Frenchfluent
- Arabicbilingual
- Kabyle ⵣnative
Frontend stack
- ReactJs/NextJs
- TailwindCss/MaterialUi
- Html
- Css
- Javascript
Backend stack
- NodeJs
- Flask
- Mongodb
- Sql
- Elastic Search
Data science
- Python
- R
- Machine Learning
- NLP
- Deep Learning
- Data Analysis
< skills / >
< papers >
A Q-learning based genetic algorithm : a novel hybrid approach to solve community detection problem
Abstract
Community detection in social networks is an NP- hard search problem, and many metaheuristics have been proposed to solve it. One of them is to apply population-based metaheuristics, such as genetic algorithms. The problem with these methods, which evolve a population through generations, is the impact of the initial population on the quality of the results and the execution time. Indeed, the initial population must be generated in an intelligent way so as to ensure that it contains good quality solutions and that it is diverse. In this paper, we propose a new hybrid method using the k-means algorithm to generate a part of the initial population with the help of reinforcement learning to determine the best K-parameters and the distance used for the k-means algorithm. The newly proposed hybrid approach performs well on synthetic and real instances.
Keywords
Community detection, Machine learning, Meta- heuristics, Genetic Algorithms, K-means, Reinforcement learning, Q-Learning.
Authors
Akli YALAOUI, Mohamed Islem KARABERNOU, Adel BOULAOUAD, Sarah ABCHICHE, Mustapha Ayoub BELOUADAH, ,Mohamed DJILANI.
QLHH : A Hyper-heuristic with QLearning for the Flowshop Permutation Problem
Abstract
Hard combinatorial optimization are problems that involves huge search space and have been studied extensively by operational research. This paper propose a hyper-heuristic based on reinforcment learning to decide the next heuristic to optimize for the Flowshop Permutation Problem.
Keywords
FSP, hyper-heuristic, optimization
Authors
Akli YALAOUI, Mohamed Islem KARABERNOU, Adel BOULAOUAD, Sarah ABCHICHE, Mustapha Ayoub BELOUADAH, ,Mohamed DJILANI.
< papers / >
< openSource >
React-algeria-map
A react component that displays an interactive map of Algeria.
# Check package on NPM< openSource / >
< projects >
Smart Touma
# Overview :
The ultimate app for anyone needing a smarter way to handle documents.
# Tech :
- Next.js
- Firebase
- Material UI
- Gemini API
- Grok
- Langchain
- python
- Flask
- Docker
Jurist-dz search engine
# Overview :
A search engine for text laws, it leverages NLP techniques in order to improve the quality of search results
# Tech :
- Flask
- Supabase
- Elastic Search
- React Js
- Docker
Jurist-dz cms
# Overview :
A module for managing the content of the above search engine, A tool to completly customize the search engine
# Tech :
- Flask
- Supabase
- Elastic Search
- React Js
- Docker
Videvet Dashboard
# Overview :
A complete dashboard for the videvet mobile application. It includes users management, products management, KPI tracking, Premium accounts management, Real time chat, Notifications, App configurations
# Tech :
- Node Js
- Express Js
- TypeScript
- MongoDb
- React Js
- Recharts
- Material UI
- Socket IO
Comments Analyzer
# Overview :
A third place winning prize on an AI hackathon organized in Algiers by the CSE club. The solution we proposed consists of browser extension that detects youtube videos and make a sentiment analysis on it and display some statistics along with its polarity. This is only A basic version and it works only for english text.
# Tech :
- Python
- JavaScript
- Flask
- React Js
- Google charts
- Tailwind Css
CodeWithMe
# Overview :
Real time front end coding (html,css,js) application, includes authentification, creating a project, share the project with other contributers, downloading the project as an html file, real time contributing using socket.io, a dashboard to visulize thumbnails of your different projects. This project is not deployed yet as other features are yet to be implemented such as the search, real time notifications.
# Tech :
- React Js
- TailwindCss
- NodeJs
- ExpressJs
- Mongodb
- Socket.io
Tic Tac Toe Ai
# Overview :
This is the tic tac toe game, with difficulty levels, the Ai supposes that the human is playing optimally and in worse cases it will try to get a tie. The hard level corresponds to depth 4 while performing the Depth first search in the minmax algorithm.
# Tech :
- React Js
- Minmax
Adsil website
# Overview :
This is a website made during summer internship for a multiservice company called Adsil which is based in Algiers-Algeria. However the github repo for this project is private.
# Tech :
- React Js
- TailwindCss
- animate.css
Contacter
# Overview :
An application that implements all the important features of nowdays chat applications including : authentification, send accept refuse friends requests, creating deleting a post,commenting and liking a post in real time,real time notifications,profile page and edit the profile, dark mode, search friends, real time chats and video calls, sending images videos and text and emojis.
# Tech :
- React Js
- TailwindCss
- NodeJs
- ExpressJs
- Mongodb
- Socket.io