Breakfast in America

Byteworks

PassePartout Services

LICTER

Glance data

Fyce Tech

ISquare

adalab

Fada Collectif

Tyrscale

Hyperstack

Sypher

LumosAI

Scenario

<p><a href="http://Scenario.com" rel="noopener noreferrer nofollow" target="_blank">Scenario.com</a> wants to make video games assets creation accessible to all. They use bleeding-edge generative AI to help artists create, augment, and modify millions of assets per month with a simple prompt.</p><div class="image-container"><div class="image-row-wrapper"><div class="image-wrapper"><img src="https://cdn.collective.work/clk6woef002eu8pbu40bd7yd7.png"><div class="image-overlay"></div></div></div></div><p>Pierre has been working with Scenario as a Machine Learning Engineer to build their GenAI pipeline. Deliverables include:</p><p></p><ul><li><p>Develop multi-stage image generation pipelines using diffusion models (example tech: HuggingFace, Stable Diffusion, PyTorch)</p></li><li><p>Use LLMs to create interactive design experiences (example tech: GPT, LangChain)</p></li><li><p>Implement multimodal encoding and retrieval capabilities to make assets search easier than (example tech: Jina, CLIP)</p></li><li><p>Enforce best practices in MLOps, from model testing to deployment (example tech: FastAPI, AWS, GitHub CI)</p></li></ul>

Delivering state-of-the-art generative AI to the gaming industry

Python

DevOps

Scenario.com ML backend

Weatermind

<h3><strong>Weather Mind UX/UI design project :</strong><br></h3><p>Weathermind is a AI SaaS solution tailored for insurance agencies, empowering them to accurately assess domestic damages for their clientele. <br></p><p>Recognizing the potential and the need for a user-friendly platform, Alex crafted an advanced design system with classic Saas components. He designed an intuitive interface and user flow, ensuring it aligns perfectly with the unique requirements of the targeted audience. </p><div class="image-container"><div class="image-row-wrapper"><div class="image-wrapper"><img src="https://cdn.collective.work/clmol9unl4aqt75dhgwrpgcvp.png"><div class="image-overlay"></div></div></div></div><p>This model is primed to captivate both prospective clients and investors, allowing to the CEOs of this early stage start-up to showcase this prototype for their first prospects and potential investors.<br></p><p>⏱️ Time to shipp : <strong>5 days</strong></p><p>🛠️ App used : <strong>Figma</strong></p>

Weathermind is a AI SaaS solution tailored for insurance agencies, empowering them to accurately assess domestic damages for their clientele. 

Product Design - UX/UI

Weathermind.ai - UX/UI design project

Yokai.ai

<p>Yokai is building the one of the most advanced generative AI algorithms applied for people imagery production by combining the latest research in computer vision, computer graphics and deep generative models.</p><p></p><div class="image-container"><div class="image-row-wrapper"><div class="image-wrapper"><img src="https://cdn.collective.work/clk72eyr706f08pbugzz15qwq.png"><div class="image-overlay"></div></div></div></div><p>Paul led the development and launch of Yokai's GenAI platform. Key accomplishments and responsibilities include:<br></p><ul><li><p>Leading the development of state-of-the-art facial reconstruction and modification techniques through the implementation of generative models such as GANs and diffusers using PyTorch and TensorFlow.<br></p></li></ul><ul><li><p>Implementing and optimising robust, scalable APIs that seamlessly integrating live ML models with Yokai's client-facing front-end using GCP, Docker.<br></p></li><li><p>Building Yokai's user interface for image editing using React, Next.js</p></li></ul>

BtoC app that enhances personal photos with AI

Deep Learning

React

Yokai.ai | Generative AI MLops

<p>We are a team of machine learning scientists, data engineers and software developers with 20 years' worth of combined experience delivering software, AI models, data stacks and web apps across Europe.</p><p></p><p>We all graduated from premier institutions (Ecole normale superieure, Polytechnique, Ecole des Ponts, University College London) and have experience working at top-tier tech companies (e.g. Amazon, Huawei, IQVIA).</p><p></p><p>We collectively master 9 coding languages: Python, Go, Rust, C#, C++, Java, Solidity, SQL, and JavaScript. We've built and delivered APIs, machine learning models, data stacks and software running on all three major cloud providers (AWS, GCP, and Azure).</p><p></p><p>Our resident machine learning maverick is at the bleeding edge of deep learning research, and can train any model you need using TensorFlow or PyTorch, and deliver model versioning and retraining pipelines ready for production.</p><p></p><p>Got some BIG data coming your way? Worry not: our data engineer has handled petabytes of it, and knows everything about Spark, Dask, Kafka, relational databases, and ETL pipelines.</p><p></p><p>We're also quite adept at everything DevOps: Docker, Terraform, CI/CD pipelines and best practices - so everything we build is made to last and scale with your needs.</p>

Full stack software engineer

UX/UI designer

Full Stack Machine Learning Engineer

Data Scientist | AI

Machine Learning Scientist

Machine Learning & Data Engineer

We'll help you design the flow, look and feel of your website, then implement it using the tool of your choosing: WebFlow, Flutter, Angular, React.

Website application

We know our way around tech and data stacks. We can help you build the lean, scalable, secure stack you need for your projects on any cloud provider you prefer: AWS, GCP, Azure, OVH.

Infrastructure

We have AI and ML wizards at your disposal. We can help you define AI projects to fit your needs, get all the data required, and train the one model to supercharge your business.

Machine learning

We can design and code software in pretty much any language you need: Python, Go, C#, Rust, Java - you name it.

All code we deliver is thoroughly tested, documented, and optimised to run like magic.

Software development

Technical debt is a silent killer that can creep up even on the best of teams. Let us have a look at your legacy code and we'll help you refactor it into a modular, clean, optimised, secure codebase.

Tech audit

We can help you perform quantitative analysis on your data to extract actionable insights and create business-friendly dashboards and visualisations using any BI tool: Tableau, PowerBI, Metabase.

32 collectifs