Speaker at the event Algeria 2.0
My projects :
RAG systems :
RAG system with memory and without memory for legal statements retrieval running in a flask web application .
Images link :( https://www.tiktok.com/@benmalek.zohir/photo/7445002016046206264 )
Video link : ( https://www.tiktok.com/@benmalek.zohir/video/7444992667152354616 )
Symptoms for sickness checker and recommendations for treatments RAG system ( For educational purposes ) in a Flask web application without memory .
Images link :( https://www.tiktok.com/@benmalek.zohir/photo/7444631244899388727 )
Video link : ( https://www.tiktok.com/@benmalek.zohir/video/7444629629698067767 )
A RAG system based on retrieved documents from Wikipedia articles using Langchain :
Images link :( https://www.tiktok.com/@benmalek.zohir/photo/7443885420066164024 )
Video link : ( https://www.tiktok.com/@benmalek.zohir/video/7443878265367874872 )
A RAG systems for generating hints to guess a word :
Images link : ( https://www.tiktok.com/@benmalek.zohir/photo/7442848505808391480 )
Video link : ( https://www.tiktok.com/@benmalek.zohir/video/7442843892321455415 )
A RAG system based on an API for weather checking :
Video link : ( https://www.tiktok.com/@benmalek.zohir/video/7429693008242658565 )
A RAG system to retrieve from a database (olympics 2024) :
Video link : ( https://www.tiktok.com/@benmalek.zohir/video/7429413783325527301 )
An API made with flask with a retrieval system from downloaded documents :
Video link : ( https://www.tiktok.com/@benmalek.zohir/video/7429029823823072517 )
An RAG system for a chatbot over a book :
Video link : ( https://www.tiktok.com/@benmalek.zohir/video/7428766978552139014 )
Analysis of dataset :
Analysis of student sleep pattern
Images link ( https://www.tiktok.com/@benmalek.zohir/photo/7444278424312565048 )
Video link ( https://www.tiktok.com/@benmalek.zohir/video/7444272887055256888 )
Analysis of Car accidents in brazil dataset
Video link ( https://www.tiktok.com/@benmalek.zohir/video/7431663845287922950 )
Analyse de multiple datasets d’une pizzeria ( in French and Arabic )
Video link ( https://www.tiktok.com/@benmalek.zohir/video/7409399969246891270 )
Analyse des ventes d’une boulangerie ( in French and Arabic )
Video link ( https://www.tiktok.com/@benmalek.zohir/video/7397922471074090245 )
Analyse d’une petite partie de RockYou2024 disponible sur kaggle ( in French and Arabic )
Video link ( https://www.tiktok.com/@benmalek.zohir/video/7392312662262091014 )
Analyse d’une dataset depuis kaggle ( In French and Arabic )
Video link ( https://www.tiktok.com/@benmalek.zohir/video/7371523913701985541 )
Analysis of a dataset for hotels booking ( French and arabic )
Video link ( https://www.tiktok.com/@benmalek.zohir/video/7373784592605646085 )
Model of IA from a database :
A web app to predict the average monthly income of a country
Images link: ( https://www.tiktok.com/@benmalek.zohir/photo/7443656755642371383 )
Video link : ( https://www.tiktok.com/@benmalek.zohir/video/7443656037208476984 )
Students depression predictor web app
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7442038874576112951 )
A web app to predict the price of a laptop
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7441669693250882872 )
Heart attack risk prediction web app
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7432042658555497733 )
Web app for predicting student exam score
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7430591169572130053 )
Web app for predicting obesity class
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7430520347184729349 )
Desktop app to predict the prices of houses
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7427565295377730821 )
Desktop app for Cardiovascular Disease prediction
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7427187307721100550 )
Desktop app to predict Breast Cancer survival status
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7426831312268365062 )
Recognition of numbers web app ( French and Arabic )
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7410875398860442886 )
Web app to predict stroke ( For education , in French and Arabic )
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7410195508481838342 )
Analysis and creation of a model in a notebook for diabetes diagnoses
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7380084057650072838 )
Streamlit app to classify the type of a video of workout (French and Arabic)
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7376829017426562309 )
Streamlit app to classify animals (French and arabic)
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7375769986872233222 )
Streamlit app to predict the value of a house ( French and Arabic )
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7374598703044234501 )
Web app to predict heart attack ( French and Arabic )
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7373838722233617669 )
Web app for agricultural recommendations ( French and Arabic )
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7373022576702016773 )
Desktop app for agricultural recommendations ( French and Arabic )
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7372824103729908998 )
LLMs :
Web app for a smart retriever from database using LLM ( Retrieving recipes from database )
Images link: ( https://www.tiktok.com/@benmalek.zohir/photo/7444246138288393528 )
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7444240079943503160 )
Desktop app for extracting information from a video using an LLM
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7437184869261675831 )
Desktop app for a chat bot with memory, limits and sessions
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7431623420133068038 )
Web app for a LLM Guided database filter system
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7430928683830906117 )
Structured database query system
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7430147973977279749 )
Chatbot linked to mysql database for a store
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7425713230699384070 )
Internet explorer using LLM
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7388495564159159557 )
Desktop applications / API / Websites :
Desktop app to assign tasks to teachers and workers
Images link: ( https://www.tiktok.com/@benmalek.zohir/photo/7443530889574894903 )
Video link :( https://www.tiktok.com/@benmalek.zohir/video/7443515342753713464 )
Creation of a desktop app that makes requests to a created API
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7442023053770411320 )
Desktop app for entering schedules of teachers
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7441783940920200504 )
Prototype of desktop app for object and people detection and saving
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7441306631717096759 )
Desktop app for searching a word within a directory
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7440170497452690744 )
Desktop app to retrieve youtube videos subtitles
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7436848820069174584 )
Desktop app for managing a database with demonstration
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7435744823581199671 )
Desktop app for managing a webstore
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7433908130657996037 )
Desktop app for objects detection and counting from an image
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7432764552103677190 )
Creation of a web application from a database
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7432408336336784646 )
Desktop app to put subtitles .srt in a video
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7429509047671409926 )
Desktop app for employees task management
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7427941042994908422 )
Nim game using MinMax algorithm
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7414953534770154758 )
Desktop game TikTakToe
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7414585117382823174 )
Activities tracker desktop app
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7411259784197852421 )
Desktop app for managing excursions
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7408655579079511301 )
The maze game
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7405004046714686725 )
Desktop app for managing reservations for a doctor
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7404401849194925318 )
Desktop app for marking students appointments
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7402698637429525765 )
Website of a restaurant to receive orders from customers
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7401273035698883845 )
Desktop app for managing store products
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7400511130352798981 )
Hostel management desktop app
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7400129700934307077 )
Employees time tracking desktop app
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7399392949898923269 )
Desktop app for bakery management
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7398639737751342342 )
Web app for a car renting company
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7397529983222091014 )
Arcade game
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7394545175957179654 )
Desktop app for image manipulation
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7393802389142228230 )
Files explorer
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7393338526747593990 )
Prototypes for reading big files .txt
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7392701315517877510 )
Streamlit app for generating images
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7391230263025569030 )
Streamlit app for stabilizing a video
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7390507265574391045 )
Billing web application
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7389746951606045958 )
Desktop app for calculating expenses
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7389368015713750278 )
Prototype of a desktop app pharmacy management
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7388646488752033030 )
Desktop app for tracking computer processus
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7380825276076412165 )
Desktop app for monitoring the usage of the internet
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7379774381683117317 )
Web app for student marks consulting with a config panel
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7379004987159923973 )
Desktop app for running and stopping apache2 and mysql server
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7378713102122208518 )
Computer vision :
A game of memory pointing
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7425328802303053061 )
Whack a mole
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7424952135411862789 )
Forms sorting game
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7424601141880655109 )
TikTakToe ( With camera )
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7424232234950855941 )
Painting game
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7424196125705506054 )
Hand pong game
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7424131419384941829 )
Simple game
Video link: ( https://www.tiktok.com/@benmalek.zohir/video/7423837310283812101 )