SOUL

Koncierge • E-commerce & Shopify Specialists

BEAURECIT

Infodroid

Brunch ☕

Hyperstack

Blocs

Fonction Labs

Brick Par Brick

Officehour

Half Square 

OverSkill

Link

Café Crème

Vendredi Society

Yalla Cooperative

Tekeo

Qalitek

BRED

Achievements:• Big Data Pipeline Implementation: Setting up necessary infrastructures to collect and process data.• Variable Processing and Aggregation: Using Spark and SQL queries to clean data and generate new features.• Developing machine learning models in Python to automate money laundering detection in bank accounts.• Deployment of Machine Learning Prediction App on AWS with Docker / Kubernetes.• Implementing Large Language Models: Utilizing Hugging Face and Tensorflow for analyzing customer calls.Impact :• Improved Money Laundering Detection: Our model automates detection twice as effectively as competitors' previous models.• Continuous Alert Filtering: Deploying the application on AWS ensures continuous filtering of irrelevant money laundering alerts, reducing costs and workload for operational teams.• Enhanced Textual Call Analysis: Language models greatly improve the analysis of customer call records, facilitating the categorization of explanations for unusual transactions.<div class="image-container"><div class="image-row-wrapper"><div class="image-wrapper"><img src="https://cdn.collective.work/clq121n5305r79ne83lgz2oqt.PNG"><div class="image-overlay"></div></div></div></div>

Implementing big data pipelines and deploying machine learning models to predict and analyze customer behavior for a commercial bank.

Python

Machine learning

Machine Learning automation at BRED

Anonymous

Achievements:<ul><li>Designing and modeling cutting-edge statistical models for anomaly detection in images.</li></ul><ul><li>Software design encompassing database schemas, dataflow architecture, development of core tools and libraries, and the creation of data infrastructure.</li></ul><ul><li>Deployment of data pipelines and models connecting data warehouses and data lakes to the deployed models, ensuring continuous predictions with batch processing for production use.</li></ul><ul><li>Scaling pipelines for highly parallelized computation using Kubernetes.</li></ul><ul><li>Launching and monitoring models and infrastructure (MLOps, CI/CD).</li><li>Training a new data science team for our client.</li></ul>Impact:<ul><li>Establishment of a scalable data infrastructure for processing and predictions.</li><li>Full automation of object grading for two-thirds of the production, leading to cost reduction.</li><li>Transfer of code/project management responsibilities to the customer's data science teams.</li></ul><div class="image-container"><div class="image-row-wrapper"><div class="image-wrapper"><img src="https://cdn.collective.work/clq14xhib092p9qezhijg1nqt.png"><div class="image-overlay"></div></div></div></div>

A private equity company aimed to develop a tool for automating a grading process on objects using computer vision anomaly detection.

Digital Transformation with Anomaly Detection

Fonction Labs builds data pipelines and intelligent solutions, transforming businesses for the next AI revolution.We transform your business for the next AI revolutionAt Fonction Labs, our specialization lies in transforming and leveraging your data, employing a range of core tools and algorithms tailored to your needs.Excellence in our work is its own rewardAiming for the best fuels our enthusiasm for our work, as it’s the driving force behind making a significant impact.We navigate for the long haulWe recognize that creating meaningful change in the world takes time. Our focus is on the long-term perspective.We are on a purpose-driven journeyWe firmly believe that profits play a crucial role as a tool in advancing our purpose; yet they are not the purpose itself.Transparency is fundamentalWe hold a strong belief in transparency, viewing it as a guiding principle that consistently aligns with the long-term success of our purpose.

Ex-Machine Learning Engineer @ BRED

Ex-Data Scientist @ BCG-X

Ex-Lead Research Engineer @ Scortex

Unlock your data potential with expert guidance. Our data consulting service collaborates closely with your business to help you optimize processes and improve decision-making.

Data assessment

Expertise in designing, building, and optimizing data infrastructures to ensure efficient, reliable, and streamlined data pipelines for your business needs.

Data Engineering

Leveraging AI models to extract valuable insights from your data, enabling predictive analysis, LLM-based processing, and automated computer vision.

Artificial Intelligence

Seamless implementation and integration of tailored data solutions into your existing infrastructure, ensuring a smooth transition and support for optimal performance.

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