Projects

Converge: AI agents for meetings that deliver 1st place overall

Our goal is to leverage AI agents in order to simplify meeting orchestration and reduce time for decision-making. Let agents prepare meetings in advance and use meetings for quick decision meetings.

Gilles de Waha, Nicolas Cuveillier, Omar El Malki
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Chronica 2nd place overall

An offline AI enabled journal that converts voices notes into structured journal entries. It also allows you to interact smartly with your notes using advanced searches and augmented generation.

Alejandro Hernández Cano, Arvind Menon, Lars Quaedvlieg, Somesh Mehra
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Podcastify AI 3rd place overall

Generate language learning podcasts tailored to learners' individual vocabulary needs and adaptive to their feedback

Dominik Glandorf, Seyed Parsa Neshaei, Abhinand Shibu
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MakeGreatBox Organizers' prize Bobst challenge runner-up

Web based solution to the Bobst challenge by: Aleix, Joel, Oscar & Pol from LleidaHack

Aleix Rosinach, Joel Ros Peropadre, Oscar van de Crommert Rodoreda, Pol Llinàs
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Cassadagapp BMS challenge winner

A platform for forcasting information based on historical information with AI collaboration and specific medical interpolation, which consider all kind of market aspects for biochemical compounds from sales to side effects, helpful to analyze products with historical info or newl ... (hover for more)

Ayman Barakat, keita jacopo vigano', Sara Borello, Amir Mohammad Farhang
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TheCatIsForecatting BMS challenge winner

Gaussian Processes for time-series forecasting

Claudia Maiolino, Luca Domeniconi, Tian Cheng Xia, Francesco Gramegna
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Safe Machine Control & Monitoring (Unity+Chatbot) Bobst challenge winner

A real-time 3D interface built in Unity, visualizing a conveyor belt equipped with sensors, and enabling direct control of the machine's state. Integrated with an AI-powered chatbot assistant, the system responds to user queries based also on the machine's current state, providin ... (hover for more)

Arnau Claramunt, Genís López, Jaume López Molina, Pau Mayench
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Architect VR floorplan live preview generator Logitech challenge winner

Allows architects to draw floorplans and generates 3D models based on the drawings, and allows them to invite clients and collaborators to give feedback on or add to the design.

Abdelmadjid Sadou, Kalil Sama Bouzigues, Younes Laribi, Zakaria Laribi
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Mapalytics Vitol challenge winner

LLM-powered geospatial time series analyzer

Anirudhh Ramesh, Baran Peters, Mikolaj Boronski
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Any Question, Any Place AXA challenge winner

Any Question Any Place is a platform to solve tasks with LLM and CV in an interactive way. For example the input is (1) satellite image of storage tanks, (2) a question about the image, e.g. “how many storage tanks are there with >5m diameter”?. LLM acts as an expert to response ... (hover for more)

Jakhongir Saydaliev, Kamel Charaf, Mikuláš Vanoušek, Sébastien Delsad
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The SBB team SBB challenge winner

SBB object information restructuring

Bruno Lazarini, Jan Zgraggen, Jonas Sulzer, Julian Levkov
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UBSolver UBS challenge winner

We have implemented a simple NN model to solve the Entity Resolution Challenge that requires very little computation power

Alessandro Dalbesio, Matteo Santelmo, Stefano Viel
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UBS - Lauzhack UBS pitching award

UBS, one of the world’s leading global banks, processes millions of transactions daily. Each of these transactions involves external counterparties—other entities that UBS clients transact with. But here's the catch: these counterparties often appear under different names, identi ... (hover for more)

Abhijeet Sharma, Anastasiia Petrovych, Anna Polova, Wafiq Chahboun
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PizzaClusterMandolino UBS innovation award

We use a pretrained sentence-transformer to embed the external users data and then apply clustering techniques over the embeddings in order to group external parties

Alex Colagrande, Eugenio Cainelli, Lorenzo Luccioli, Michele Smaldone
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AgriView

Agricultural chatbot capable of monitoring fields.

Umut Tuna Akgül, George Morris, Lucas Ertugrul, Tommaso Ferracina
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Andy

Team andy

Atilla Colak, Manu Gautam, Neel Lodha, Sagar Chethan Kumar
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AnimInk: Collaborative MR Character Animation

An immersive mixed reality (MR) application for character animation prototyping. Animators use the Logitech MX Ink stylus to interact with 3D models of a character, selecting and annotating body parts. Multiple animators can collaborate together in real-time on the same mesh. Th ... (hover for more)

Dylan Vairoli, Tuan Dang Nguyen
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appill

App to control the status of a person with hipertension and controll pill intake.

Neus Mayol Alcaraz, Álvaro Domingo, Lola Monroy Mir, Maria Gil Casas
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B-Helper

B-Helper is an app that helps supervisors control production line data and sends important (really urgent and thus very rare) info to supervisors when they are off-duty

Fakhriyya Mammadova, Tulga-Erdene Sodjargal
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Bank User Identity Assignment

This project focuses on developing an iterative identity resolution pipeline by matching differents atributes.

BMS - Demand forecasting Dashboard

Our project is an interactive dashboard designed to forecast Bristor's demand volumes and simulate the impact of various marketing events on future demand. By leveraging Facebook's Prophet time series forecasting model and an interactive Dash application, we provide a powerful to ... (hover for more)

Arthur Prahin, Stefan Peters, Victor Rydmark
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BMS - Health Charts

Health Charts for BMS

Gerard Madrid, Lucía Álvarez, Víctor Paniello, Victòria Ferrando
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BMS Data Provider (by team ber)

Forecast drug sales for marketing and logistic purposes

Tehini Bourg-Fenner, Matthew Meyer, Mathieu Pardoux, Arshwin Thayananthan
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BMS_LSTM

Our project aims to develop a predictive model for pharmaceutical sales data to enhance supply chain efficiency and minimize shortages. By leveraging machine learning algorithms, we analyze historical sales trends, seasonal variations, and external factors such as regional demand ... (hover for more)

Corentin Caillaud, Joseph Bruneau
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Boatracker

We want to give answers to requests such as "how many boats passed today/yesterday/x day in the last hour"

Elie BRUNO, Matéo-Francisco Willaime-Freiria, Simon Defrenne, Matya Aydin
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BobCLOUD

A smart factory solution that connects conveyor operations to the cloud, offering remote control monitoring and real-time analytics

Gavrilo Vojteski, Luka Jeremic, Stefan Savic
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Bobst Project Team 10

Create a conveyor belt (raspberry pi and electrical components) that collects data and sends it to a central Azure IoT Hub for visualization

Chloé Tan, Mathieu Vanoirbeek, Ulysse Guye-Vuillème
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Connect

A new way to connect with people

Counting Stuff

Interacting with computer vision tools, in a simple and intuitive way, to analyze satellite images.

Camille Challier, Léo Bruneau, Wesley Monteith, Emma Boehly
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CVitol

Project for Vitol’s challenge at LauzHack 2024. We use LLMs to interact with computer vision models.

Cai Selvas Sala, Pau Hidalgo Pujol, Roger Baiges
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Data Pigeon

Time series on medical data

Alex John Caldarone, Levin Hertrich, Yassine Turki, Oskar Dabkowski
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Dignity Team

This project focuses on resolving financial entities by using Local Sensitive Hashing (LSH) to efficiently identify and match similar non-UBS entities in transaction records. It is designed for the financial industry, where precision and scalability are paramount.

Carlos Hurtado, Daniel López Gala, Mario Rico, Lan Tran
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dreamteam

BMS code

Adrián Martínez Pérez, Carlos Nieves, Ariba Mbeche, Bruno Perez Borrell
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Fake detection plugin

Our idea is to a create a tool that will raise awareness of misinformation and fake news. We want to create a browser plugin that will make use of local models to analyse the texts of the articles for sentiment analysis, fake news possibility, emotion analysis in real-time. This ... (hover for more)

Ewa Miazga, Karolina Tofil, Maksym Ziemlewski, Stanisław Howard
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File Organiser

Organise your files using local llms

John Taylor, Rein Gundersen Bentdal
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Fred

Fred is an Android Application that helps you reduce your carbon footprint on a daily basis.

Edouard Michelin, François Dumoncel
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Fresk

Web app showing all the associations of EPFL as a network.

Camille Lannoye, Martin Muchembled, Paul Tissot-Daguette
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Genesix

Our product presents itself as a solution to artists and architects alike, acting as a tool to modify and create 3d models alongside others, being able to conceive designs and models in a collaborative space.

Christopher Al Bahou, Mahel Coquaz
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HarborScope

Agent for querying marine livestreams with user interface

Andrea Salati, Andres M Bran, Rohan Singh
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Hawkathon BMS

Data Analysis

Pol Fuentes, Jeremias Gut
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Hawkeye

AI-powered image analysis assistant

Martin Verhasselt, Sasha Klinkemallie, Xavier Servin, franck-eric Nana
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HikeGuide

Interactive tool that stops being hesitant and helps you.

Saged Bounekhel, Sami Bendourou
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I.R.I.S

Intelligent Recognition & Image Scanner

Guillaume Krafft, Krish Chawla, Mehdi Abdallahi, Marcel Beyer
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IA Voice Recognition

A model that is able to identify fake audios created of modified by IA from real audios.

Joan Riera Tur, Mariona Casasnovas Simon, Martina Hernandez, Núria López Encinas
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LauzBerry

Bobst Challenge.

Claudia Altadill, Albert Cañadilla, Pau Carulla Lechosa, Stepan Klymonchuk
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LauzHack_VITOL

Project for Vitol LauzHack

Maxime Poupet
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LIDARXP

a 3D VR lidar coworking and visualisation tool, please note that we could not publish data to GitHub due to the 100mb single file limit

Alessandro Di Maria, Eleonora Anna Kazda, Roberto Bendinelli, Hoang Sao Mai Le
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Lirica

Teleprompter app for influencers recording scripted ads

Tomas Gadea, Marc Franquesa Monés, Pau Matas, Pol Puigdemont Plana
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Live Classroom

It's a use case for the MX Ink, where the teachers can share in real time 3d representations.

Carlos Gustavo Vergara Gamboa, Jordi Alejandre Camps
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Mini Smart Factory

Monitoring of the package assembly line through proximity and current sensors.

Joel Blanco, Marina Teruel Olmedo, Pablo Avilés, Verónica Oñate
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Modeling Future Trends with Events

This project focuses on developing a model able to analyze and predict the impact of future events on trendlines. The model should be able to predict accuratelly certain values. We would also like to incorporate possible user inputs to determine certain future values, and predict ... (hover for more)

Bruno Manzano, Ivan Hernandez, Martí Oms
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MX Focus

Learn to retain your focus whilst writing an exam. The teacher can edit a document that can be viewed by the student through VR live. The student needs to remain focused, otherwise (which we detect through EEG and machine learning) they get punished by having a semi-stochastic no ... (hover for more)

BATIKAN BORA ORMANCI, Buse Duygun, Sude Duygun, Yange Zheng
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NearestNeighbors BMS Time Series Forecasting

A helpful Data Science Assistant for Time Series Forecasting

Anna Borisova, Mark Tropin, Yaroslav Petrov, Dmitrii Litvin
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Ougagang persons association

The purpose of this project is to associate persons

Arnaud Wery, John Decorte, Marius Van Pee, Danilo Spillebeen
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OutBoxers

Thinking outside the box to avoid surprises inside the box

Adrià Martínez, Teresa Rovira, Arnau Martinez, Jose Santos Palomera
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Pochify

Pochify is a Java-based application designed to streamline and automate the scoring and rule management of the popular card game Pocha. With an intuitive interface and real-time calculations, it enhances gameplay by eliminating manual scorekeeping, making every round smoother and more enjoyable

Ainoa Capellas Palenzuela, Jaume Costa Calvoparra
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Pratello

A data analysis project focused on examining banking transactions to detect and investigate potential fraudulent activities.

Fabio Gaiba, Gabriele Genovese, Erik Koci, Luca Tagliavini
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Sales forcasting

We are forcasting the data, and creating a website to show them

Hana Salvetova, Isabelle Maazi, Léonie Le Cheviller
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Sandia Team

If the box isn't right for you, throw it away

Isaac Bassas Batista, Josep Martinez Garcia, Santi Oliver Suriñach, Victor
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SBB Data

Tschuu Tschuu

Alexander Odermatt
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Self Sovereign Ecolens

Apply Self Sovereing Identity Paradigm in order to decentralize Ecolens App, thus guranteeing users the control of their private data!

Sid Lamichhane
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SmartNotes

An AI-powered note-taking and study assistant that helps students organize, review, and collaborate on course materials seamlessly.

Alexandre Benzonana
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Smoles

Smart Insole connected to an app

Alex Baumann, Bogdan Boucher
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SolomonTracker

Innovating traceability and tracking of anything with secure and unique codes implemented via coding theory.

Elies Garcia Alvira, Pol Gonzalo Martí, Ignasi Fernandez Bilbeny, Víctor Méndez
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Spellz

Team-Building with Magic Spells: We are battling with magic sticks

Alain Pascal Sinzig, Darja Babineca, Jonas Rindlisbacher, Miro Scheidegger
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Spotlight

A security and observability tool for visual object detection through live video feeds.

Mario Carcota, Oliviero Pinotti
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succo di frutta

UBS project from "succo di frutta" team

Andrea Iannoli, Andreea Scrob, Daniele Cacciapaglia, Gianmaria Rovelli
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Text Sentiment Classification of Tweets

Using the dataset from https://www.aicrowd.com/challenges/epfl-ml-text-classification We try to predict if a tweet message used to contain a positive :) or negative :( smiley, by considering only the remaining text.

Can Hu, Sean Wang
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Third party banking entity identifier

We are aiming to create an algorithm for UBS to be able to identify third party accounts reliably accross multiple identities to be able to retrace money laundering operations. (By the way we already won their mini-challenge :))

Aryan Ahadinia, Théo DEVANTOY, Manaf Mhamdi Alaoui, Rouzbeh Pirayadi
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TraceXR

Meta Quest application for Vitol challenge to track and recognize objects and patterns in Mixed Reality.

Gabriel Juan, Jan Gras Serra, Nikalas Nunev, Yeray Cordero Carrasco
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UBS Challenge

matching algorithm

Mohamed Amine Cheikh, Donia Gasmi, Nour Guermazi
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UBS Hackers

UBS challenge

Chiara Delvecchio, Sayantan Biswas, Christoph Landolt, Jan Krátký
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UBS project

First draft for the training of a transaction detection for the UBS project

Claudia Gallego Torralbo, Paula Esteve Sabater, Sergi Flores Marín
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UBS_TECH

The model is a hybrid entity resolution system combining rule-based logic and similarity metrics (e.g., Jaro-Winkler, Levenshtein) to match and group records representing the same entity. It balances precision and scalability, with optional embedding integration for contextual understanding.

Daniela Pamelin Alvarez Guarneros, Elena Alegret, Jofre Moseguí Monterde, Andrea Quiroz
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VisionAI Assistant

VisionAI Assistant is an intelligent multimedia processing tool that leverages AI to analyze images, transcribe audio, and process text. It provides an interactive interface for users to submit and retrieve multimedia data, with support for text-to-speech and real-time server com ... (hover for more)

Antonio Giuseppe Doronzo, Domenico Lacavalla, Matteo Balice, Shubham Panth
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Vitol-Gojo

Image segmentation based on YOLO for live-streaming frames, identifying types and structures.

vr quickdraw c

This project, developed by @arnaldopower_29, @naimsg16, @zpidero, @NatalyJaya, is a Unity-based multiplayer application that leverages Photon Fusion to create a seamless and efficient matchmaking experience. The system is built around the generation of unique session ID keys that ... (hover for more)

Nataly Yhislaine Jaya Salazar
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VRtuose

Users can create music by drawing notes on virtual music sheets or directly in 3D space. As notes are drawn, they dynamically transform into playable sounds, creating an immersive and engaging music composition experience.

Ahmed Ezzo, Arnaud Favre, Cyril Deloince, Danaé Danycan
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WearIt

Keep track of your garderobe with our app and get outfit recommendations