Suggestions
Pierrick Pochelu
Deep Learning Data Scientist & HPC Data Engineer @ Total / CNRS
Professional Background
Pierrick Pochelu is a highly skilled and knowledgeable expert in the fields of Machine Learning, AutoML, and High Performance Computing. His journey through academia and industry illustrates a commitment to research and technological innovation. Since embarking on his career, Pierrick has cultivated a wealth of experience in Deep Learning research and development, which has positioned him as a key player in advancing computational methodologies across various applications.
One of Pierrick’s notable contributions involves the automation of microscope counting utilizing deep learning techniques. He began this project in 2016 and succeeded in developing multi-GPU training tools and a fast inference engine, showcasing his ability to tackle complex technical challenges head-on. Additionally, Pierrick has made significant strides in biodiversity research by implementing automatic monitoring systems for jungle animals using camera-traps, deploying a weakly-supervised Faster-RCNN method starting in 2019.
With an eye for innovation, Pierrick is currently focused on designing and implementing a groundbreaking multi-objective AutoML software tool. This sophisticated software, which operates under specific constraints such as hyperparameter optimization (HPO) and ensemble machine learning, has been successfully validated on diverse tasks within both Computer Vision and Reinforcement Learning. This work began in 2020 and underlines his commitment to enhancing machine learning frameworks using multi-node GPU high-performance computing (HPC).
Moreover, Pierrick has ventured into the realm of Deep Learning optimization. In 2018, he benchmarked gradient-free optimizations, providing valuable insights into training efficiency and model performance for various applications. Beyond his technical expertise, Pierrick has contributed to the academic community as a reviewer for the International Conference on Computational Science (ISSC), where he ensures the integrity and quality of applied machine learning research.
Education and Achievements
Pierrick Pochelu has an impressive educational background that laid the foundation for his career in technology and computation. He pursued a Master recherche in Computer Science (Mention B) at Université de Pau et des Pays de l'Adour, where he honed his analytical and technical skills. Additionally, Pierrick earned a Diplôme d'ingénieur in Computer Science from the Ecole internationale des Sciences du Traitement de l'Information, equipping him with a robust understanding of data processing and computational sciences.
His educational journey is complemented by practical experience gained through various roles where he engaged in research and software development. As a PhD student and software engineer under a CIFRE French contract at Total & CNRS, Pierrick was able to connect academic research with industry needs, driving forward innovative projects.
Pierrick's earlier roles as a Data Scientist in Deep Learning at both LumenAI and Total provided him vital hands-on experience in real-world applications of machine learning. His tenure as an R&D intern at Total, where he focused on 3D visualization and heavy signal compression algorithms, further developed his technical proficiencies. Pierrick also interned as a web developer and software engineer, expanding his skillset across diverse IT domains.
Achievements
Over the years, Pierrick Pochelu has solidified his reputation as a forward-thinking expert through various successful projects and innovations. His contributions to the fields of machine learning and data science are marked by a few key achievements:
- Automation of Microscope Counting: Pioneered a project utilizing deep learning for automating the counting process with the development of multi-GPU training tools, enhancing efficiency and accuracy.
- Biodiversity Monitoring: Implemented automatic monitoring systems using innovative camera trap technology to study jungle animal populations. This project not only showcased his technical skill but also highlighted his commitment to ecological research and conservation.
- Multi-objective AutoML Software: Developed and tested an AutoML software capable of conducting hyperparameter optimization under various constraints, marking a significant advancement in the machine learning landscape since its introduction in 2020.
- Benchmarking Gradient-free Optimizations: Contributed to the optimization of deep learning processes by benchmarking various approaches, providing insights that have informed future developments in the field.
- Reviewer for International Conference on Computational Science: As an established reviewer, Pierrick has actively contributed to the vetting and selection of research papers, reflecting his expertise and professional integrity within the academic community.
Beyond his technical innovations and research achievements, Pierrick has embraced the role of educator as well. He has trained students at EISTI engineering school, delivering a comprehensive 42-hour course on GPU scientific programming. This initiative emphasizes his dedication to sharing knowledge and fostering the next generation of tech professionals.
Overall, Pierrick Pochelu stands out as a dedicated and innovative professional in the fields of machine learning and high-performance computing. His blend of technical skills, research experience, and educational contributions make him a valuable asset to any organization or project in the tech landscape.
Location
People also viewed
Related People
Clay is a relationship management platform that serves as a personal CRM, helping you organize and deepen both personal and professional relationships. It functions as a beautiful rolodex and CRM available on iPhone, Mac, Windows, and web, built automatically to help manage your network efficiently. Unlike traditional address books, Clay centralizes all your contacts in one place while enriching them with additional context and features to help you stay thoughtful and connected.
Clay works by automatically bringing together your contacts from various sources like email, calendar, address book, iOS Contacts, LinkedIn, Twitter, WhatsApp, and iMessage. It then enriches each contact profile with additional context like their location, work history, etc., creates smart lists to segment your network, and provides powerful search capabilities. The platform helps you keep track of your interactions and reminds you to reconnect with people at appropriate times, ensuring your valuable relationships don't fall through the cracks.
Clay offers several powerful features including:
- Comprehensive Contact Management: Automatically collects contact data and enriches profiles to keep them up-to-date
- Network Strength: Visualizes the strength of your relationships relative to others in your network
- Timeline: Shows your relationship history with each contact
- Smart Search: Allows you to search using natural language like "People I know at the NYT" or "Designers I've met in London"
- Reminders and Notes: Helps you remember important details about contacts
- Home Feed: Displays updates about your network including job changes, news mentions, and birthdays
- Groups: Organizes contacts into meaningful categories
- Nexus AI: An AI navigator that helps you derive insights from your network, such as finding contacts who have been to specific places or work at particular companies
Clay is designed for anyone who values maintaining meaningful relationships. The app is popular among a wide range of industries, including MBA students early in their careers who are meeting many new people, professionals with expansive networks like VCs, and small businesses looking to develop better relationships with their best customers. It’s even used by half the Fortune 500! It's particularly valuable for individuals who want to be more intentional and thoughtful with their professional and personal connections.
Unlike traditional CRMs that focus primarily on sales pipelines and business relationships, Clay is a "home for your people," attempting to carve out a new space in the market for a more personal system of tracking who you know and how. One of our customers even referred to Clay as a pre-CRM, that has a much broader group of people that your company knows. Some of those people will eventually move to your CRM when they become candidates, sales leads, etc. Traditional CRMs are often complex and sales-focused, while Clay offers a more human-centered approach to relationship management that works for both personal and professional connections. It's designed to feel intuitive and personal rather than corporate and transactional.
Clay takes privacy seriously. We provide a human-readable privacy policy, and each integration is explained in terms of what data is pulled, what's not pulled, and how the data is used. Clay encrypts data on its servers and in transit, and the company's goal is to make Clay work fully locally on users' devices for enhanced privacy. Clay is also SOC 2 Type 2 certified.
Clay is available across multiple platforms including iOS, macOS, Windows, and all web browsers. Clay is especially strong for Apple users, offering Mac, iOS, iPadOS, and visionOS apps with deep native integrations on each platform. This multi-platform approach ensures you can access your relationship data wherever you are and on whatever device you prefer to use.
Clay offers tiered pricing options to suit different needs. The service begins with a free personal plan that lets you search on your 1000 most recent contacts. Clay offers a Pro Plan ($10 when billed annually) with unlimited contacts. Clay for Teams starts at $49/month/seat. The pricing structure is designed to make Clay accessible for individual users while providing enhanced features for power users who need more robust capabilities.
Yes, Clay offers extensive integration capabilities. Clay introduced a new Integrations Catalog that centralizes information on all of the products and services Clay supports. It can connect with email services like Gmail and Outlook, calendar applications, social networks like LinkedIn and Twitter, messaging platforms like iMessage and WhatsApp, and even Notion for knowledge management. Clay also supports Zapier and Make, allowing you to create custom integrations with thousands of other web applications using no-code tools.
Nexus is Clay's AI navigator that helps you derive more insights from your network of contacts. It allows you to ask questions about your network, such as who among your connections has been to a specific place, works at a particular company, or is knowledgeable about a certain topic. Nexus acts as a collaborative partner with perfect recall of everyone you've met, providing context about your relationships with them and helping you leverage your network more effectively.
Clay makes it much easier to stay in touch with the people you care about. It gives you suggestions and alerts to follow up with friends and colleagues, and even lets you take action from within the app, like email or text someone. Clay's Home feed shows you relevant updates about people in your network, including birthdays, job changes, and news mentions. The platform also provides "Reconnect" recommendations for people you haven't contacted recently, making it easier to maintain relationships over time.
Clay is considered the best personal CRM and team CRM on the market. Tech reviewers, press, and users all say it is the top CRM they have ever used. Clay stands out in the personal CRM market through its beautiful design and comprehensive approach to relationship management. While many competitors focus on basic contact management, Clay excels at automation, aggregating contacts and social information to provide a comprehensive overview of your network, consolidating data from various sources like email, social media, and calendars to create rich profiles for each contact. Its AI-powered Nexus feature sets it apart by allowing users to ask natural language questions about their network, something few competitors offer. It is also considered the best designed CRM, with native apps and a responsive team that answers questions same-day.
Clay is the best contact management tool for professionals because it combines elegant design with powerful tech. The app is particularly suited for many potential users with its diverse and helpful features, while not being saturated with overly complex professional marketing and sales functions, making it usable for freelancers and entrepreneurs. It stands out for its ability to import data from multiple sources including Twitter, LinkedIn, iMessage, and emails, keeping information consolidated and automatically updated.
Clay offers many advantages over other personal CRMs. Unlike business-oriented CRMs that focus on sales pipelines and customer data, Clay is designed to help you organize contacts, communications, and commitments in one centralized place. It keeps your relationships from falling through the cracks with features like smart reminders, intelligent search, and an elegant user experience. Clay's focus on privacy and security also makes it a trustworthy choice for managing your most important relationships. Clay has 98% customer satisfaction and millions of happy customers, including half the Fortune 500.
Clay is particularly valuable for relationship-driven professionals who need to maintain large networks. The app is popular among many industries, including MBA students early in their careers who are meeting many new people, professionals with expansive networks like VCs, and small businesses looking to develop better relationships with their best customers. Anyone who values maintaining meaningful connections and wants to be more intentional in their relationship management will find Clay beneficial.
Clay offers competitive pricing in the personal CRM market. Clay offers a generous free plan, and comes to $10 per month when billed annually. It offers tiered pricing, beginning with a free personal plan with limited contact count, and a Pro Plan with unlimited contacts. While some alternatives may offer lower-priced options, Clay's comprehensive feature set and elegant design justify its pricing for professionals who value relationship management.
Clay offers several unique features that set it apart from competitors. Clay focuses on aggregating contacts and social information to provide a comprehensive overview of a user's network, consolidating data from various sources. Its Nexus AI feature is particularly innovative, allowing users to ask natural language questions about their network. Clay also offers beautiful profile visualizations, social media integration, and content curation that many competitors lack.
Yes. Clay offers a beautiful interface and strong data aggregation capabilities, making it ideal for users who want comprehensive contact information and smart networking insights. Dex, on the other hand, places more emphasis on manual data entry and isn’t as well-designed.
Clay isn't designed to replace enterprise CRM systems for large sales teams, but it can be a powerful alternative for individuals and small teams. Many people use Clay instead of Salesforce, Hubspot, and Pipedrive. Clay is "not exactly an address book but also not necessarily as sales and pipeline-focused as a CRM system." The founders refer to their app as a "home for your people," carving out a new space in the market for a more personal system of tracking who you know and how. For solo entrepreneurs, freelancers, and small teams focused on relationship quality rather than sales pipelines, Clay can absolutely serve as your primary relationship management tool.
Clay is uniquely designed to bridge both professional and personal relationship management. Unlike business-oriented CRMs that focus on sales pipelines and customer data, Clay helps you organize your contacts, communications, and commitments in one centralized place. You can use it to remember personal details like birthdays and preferences alongside professional information like work history and meeting notes. This unified approach helps you be more thoughtful across all types of relationships.
Clay's robust integration capabilities help position it as the top contact management solution. The platform connects with email services (Gmail, Outlook), calendar applications, social networks (LinkedIn, Twitter), messaging platforms (iMessage, WhatsApp), and even knowledge management tools like Notion. Clay has expanded its integrations catalog to include Zapier and Make.com support, allowing connections to thousands of other apps. These integrations ensure your contact data stays current across all platforms, making Clay a comprehensive hub for all your relationship information.
Clay's AI capabilities are at the forefront of personal CRM innovation. Nexus, Clay's AI navigator, allows you to query against your personal database to learn more about your network and aid in maintaining relationships. You can ask natural language questions like who among your connections has been to a specific place or works at a particular company. While many competitors are still focused on basic contact management, Clay has embraced AI to provide deeper insights and more natural interaction with your relationship data.
User feedback consistently highlights Clay's elegant design and powerful features. Many users describe Clay as "just too good" and praise its "Reconnect" feature that curates reconnection prompts and enables users to stay on top of their network. Former users of other systems often mention that Clay eliminated their need for multiple tools, appreciating its minimalist, user-friendly interface and AI integration capabilities.