Projects

Selected research, software, and hackathon projects by Oussama Batouche across AI, healthcare, data science, and web development.

Research

PCC-RAG project preview

PCC-RAG

A RAG system for a prostate cancer patient assistant, providing grounded responses and more.

AIAgentic AIRAG

AI in Pathology project preview

AI in Pathology

Extracting predictive features from WSIs for PCa upgrading classification.

Computer VisionMachine learningFeatures engineering

Joint Models project preview

Joint Models

Assessing the relationship between time to treatment and BCR in PCa patients.

StatisticsINLAjointR

Grade Inflation project preview

Grade Inflation

This work examines the grade inflation hypothesis in prostate cancer diagnosis.

StatisticsSurvival analysisCox

INFOSPHERE project preview

INFOSPHERE

A Finnish-Russian collaboration on a cloud-based face recognition system.

Computer VisionFace RecognitionCloud

Master's Thesis project preview

Master's Thesis

Object tracking based on real-time video streaming for autonomous vehicles.

Computer VisionGPUsEdge inference

Software & Web dev

Geoflotte Mobile

An iPhone and iPad app for real-time fleet tracking, trip history, and vehicle alerts.

GPT-4 for AT project preview

GPT-4 for AT

GPT-4 integration for AlgeriaTenders platform.

i2b SPA project preview

i2b SPA

The official website of i2b SPA.

Geoflotte project preview

Geoflotte

The official website for Geoflotte services.

LE PROSPECT project preview

LE PROSPECT

A client management web application for FecomIT.

Thoriya project preview

Thoriya

The official website for the Thoriya Hotel Training School.

El Morchid project preview

El Morchid

The official website for El Morchid El Djazairia Edition.

My Teeth project preview

My Teeth

Desktop software for dental clinic management.

Hackathons

Junction 2023 project preview

Junction 2023

Stainless Hill, a custom-GPT-based platform for predicting steel prices, news impact, and patent development.

Junction 2021 project preview

Junction 2021

Dynamic visualization of key energy inefficiency KPIs from Elisa's raw data.

Junction 2019 project preview

Junction 2019

Easy 3D Collab, a cloud-based real-time radiation therapy plan review system developed for Varian.

Hajj Hackathon project preview

Hajj Hackathon

The largest hackathon in history, with more than 3,000 participants. We ranked among the top 20 of 900 teams.