Member - L2F

L2F aims to bring mathematical innovation to machine learning and to deploy best quality ML software in corporations.

Type Company
Founder 2017
Company Size 30
Member Type
Innovator
Founders Aldo Podesta
Headquarters 1015 Lausanne, Switzerland
Social network

About

L2F is a Swiss technology company based on the EPFL innovation park operating since 2017. Heavily active in mathematical research, the goal of L2F is to improve the quality of state-of-the-art Machine Learning and Optimisation tools by incorporating concepts from algebraic topology and geometry (topological learning). In partnership with EPFL's lab for topology and neuroscience, recipient of a 550K Innosuisse grant, L2F makes a selection of its Topological Learning functions available open source through a Python library (Giotto). Commercially, L2F's business model is an "open core" one, as it licenses commercial software modules to corporate clients. L2F's commercial modules were built using its core technology (Giotto) as well as its B2B client data and expertise. L2F currently licenses 8 different software modules to bring impactful solutions to corporate, societal and environmental problems. Modules include image segmentation, churn analysis, demand forecasting, logistical optimisation, B2B market assessment...etc. To day, L2F licenses a dozen of modules to world famous corporations. One of the long term ambitions of L2F is to specialise in high impact solutions that have a positive impact on our environment. Two of our current projects qualify in that regard in the maritime shipping and agri-tech industries. L2F counts 30 employees and has raised CHF 3M in Series A funding and 650K in governmental grants.
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Headquarters 1015 Lausanne, Switzerland

SDG’s of application

The Sustainable Development Goals are a call to action to end poverty, protect the planet and ensure peace and prosperity everywhere.
SDG 6
Clean Water and
Sanitation
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SDG 7
Affordable and
Clean Energy
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SDG 9
Industry, Innovation
and Infrastructure
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SDG 11
Sustainable Cities
and Communities
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SDG 12
Responsible Consumption
and production
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Offers from L2F

Other products

Available inWorldwideCategories of applicationClean water and sanitation, Affordable and clean energy, Industry, innovation and infrastructure, Sustainable cities and communities, Responsible consumption and productionSector of applicationWater distribution and use, Energy distribution & management, Industrial processes, Freight transportation, Urban and inter-urban mobility, Agriculture and farming for food production, Primary resources management Status Implemented

Bakis uses advanced techniques of time-series forecasting to predict the important variables of shipping networks, in particular by integrating external data in a user friendly way. The predictive outputs (such as future demand for containers across the network) are fed into a flexible and powerful optimisation engine with the objective of generating optimal container allocation, route and traffic decisions. Such decision model is highly customisable and can maximise different variables such as profit but also energy consumption or CO2 emissions giving shipping company the possibility of controlling such metrics. The Bakis solution differentiates to existing logistic optimizers thanks to its unique predictive component and its efficient computational architecture. The economic value added of Bakis counts in hundreds of millions if fully implemented in one of the top 5 shipping companies.

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Available inWorldwideCategories of applicationIndustry, innovation and infrastructureSector of applicationFreight transportation Status Implemented