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Emanuele Fabbiani
Taking Machine Learning from academia to the industry
Professional Background
Emanuele Fabbiani is an accomplished PhD candidate specializing in Machine Learning, with a significant focus on its applications within the renewable energy sector. He passionately drives his mission to translate complex machine learning theories and methodologies into practical solutions that deliver tangible benefits in the industry. As a co-founder and Chief Data Scientist at Xtream, a fast-growing startup team composed of talented individuals, Emanuele exemplifies leadership and innovation in the evolving landscape of tech-driven energy solutions.
With an extensive background in data science and engineering, Emanuele's professional journey has involved various roles where he has honed his skillset in machine learning and applied research, particularly with structured data and time series forecasting. His impressive track record includes the deployment of multiple machine learning projects into production, yielding significant value for industry partners and enhancing operational efficiencies.
Emanuele's enthusiasm for knowledge sharing is evident in his role as a lecturer and conference speaker. He has successfully organized and spoken at numerous data science meetups and academic conferences, including the Applied Machine Learning Days and erum, where he inspires budding data scientists and practitioners alike. With contributions to open-source projects and as an impactful author on Towards Data Science, Emanuele has reached thousands with his insights, driving further interest and engagement in the world of data science.
Education and Achievements
Emanuele's academic prowess is showcased by his impressive educational background. He graduated with top honors (100/100 cum laude) from Liceo Scientifico "B. Cairoli" in Vigevano, where he laid the groundwork for his future endeavors in science and technology. Following this achievement, he pursued his higher education at the prestigious Università degli Studi di Pavia, earning a Laurea Magistrale (master's degree) in Ingegneria Informatica (Computer Engineering) with a specialization in Embedded and System Control, achieving the remarkable distinction of 110/110 cum laude. He later completed his Laurea Triennale (bachelor's degree) in Ingegneria Elettronica e Informatica (Electronic and Computer Engineering), also with a perfect score of 110/110 cum laude.
Continuing his pursuit of excellence, Emanuele has embarked on a Doctor of Philosophy (PhD) program in Applied Machine Learning at the Università degli Studi di Pavia, positioned as a leading academic institution in the field. Additionally, he refined his expertise through a Visiting PhD program at the prestigious Ecole polytechnique fédérale de Lausanne (EPFL), known for its excellence in engineering and technology.
Notably, Emanuele has made significant contributions to the field of machine learning, having published four papers in peer-reviewed international journals, establishing himself as a credible thinker and influencer within the academic community. His commitment to lifelong learning and dissemination of knowledge highlights his dedication to advancing both his skills and those of aspiring data scientists.
Achievements
Among Emanuele's proudest achievements are:
- Publishing Academic Research: Emanuele has published four influential papers in peer-reviewed journals, contributing to the body of knowledge in machine learning and energy applications. This not only showcases his research capabilities but also positions him at the forefront of his field.
- International Conference Engagement: He has delivered two notable talks at leading international academic conferences, sharing his insights and findings with a global audience.
- Community Contributions: As an enthusiastic participant in the data science community, Emanuele has taken on roles as a speaker and organizer for multiple meetups and events, including contributions to the Applied Machine Learning Days and erum, helping to nurture a culture of collaboration and innovation.
- Lecturing Roles: Emanuele's passion for education shines through in his role as a lecturer at the University of Pavia and Almo Collegio Borromeo, where he teaches short courses on Python and R programming, thus empowering students to harness the potential of data science.
- Open-source Contributions: He is committed to the open-source movement and has published several data science libraries that enable other practitioners to leverage the power of machine learning in their own work.
- Publications on Towards Data Science: Emanuele has authored several engaging articles on the well-respected Medium publication, Towards Data Science, where his writings have reached over 40,000 readers, further solidifying his status as a thought leader in the field.
- Starting Xtream: As a co-founder of Xtream, Emanuele is leading key initiatives that aim to harness machine learning solutions for sustainable energy applications, thereby making meaningful contributions to the industry.
- Successful Project Implementations: Through his data science expertise, Emanuele has successfully taken various machine learning projects to production, ensuring that his work delivers real-world value and impactful results across industrial sectors.
In conclusion, Emanuele Fabbiani stands out in his commitment to applying advanced machine learning techniques in the context of sustainable energy. With a robust educational background, extensive practical experience, and a diverse range of remarkable achievements, he is well-positioned to continue making significant contributions to the field and inspiring the next generation of data scientists and engineers. If you're interested in leveraging the services provided by Xtream or simply want to discuss machine learning and data-related topics, Emanuele welcomes open conversations and connections. Don't hesitate to reach out, whether it's for a virtual chat or a casual beer discussion!
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Mesh 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, Mesh centralizes all your contacts in one place while enriching them with additional context and features to help you stay thoughtful and connected.
Mesh 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.
Mesh 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
Mesh 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, Mesh 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 Mesh 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 Mesh 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.
Mesh 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. Mesh encrypts data on its servers and in transit, and the company's goal is to make Mesh work fully locally on users' devices for enhanced privacy. Mesh is also SOC 2 Type 2 certified.
Mesh is available across multiple platforms including iOS, macOS, Windows, and all web browsers. Mesh 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.
Mesh 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. Mesh offers a Pro Plan ($10 when billed annually) with unlimited contacts. Mesh for Teams starts at $49/month/seat. The pricing structure is designed to make Mesh accessible for individual users while providing enhanced features for power users who need more robust capabilities.
Yes, Mesh offers extensive integration capabilities. Mesh introduced a new Integrations Catalog that centralizes information on all of the products and services Mesh 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. Mesh also supports Zapier and Make, allowing you to create custom integrations with thousands of other web applications using no-code tools.
Nexus is Mesh'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.
Mesh 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. Mesh'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.
Mesh 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. Mesh 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, Mesh 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.
Mesh 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.
Mesh offers many advantages over other personal CRMs. Unlike business-oriented CRMs that focus on sales pipelines and customer data, Mesh 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. Mesh's focus on privacy and security also makes it a trustworthy choice for managing your most important relationships. Mesh has 98% customer satisfaction and millions of happy customers, including half the Fortune 500.
Mesh 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 Mesh beneficial.
Mesh offers competitive pricing in the personal CRM market. Mesh 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, Mesh's comprehensive feature set and elegant design justify its pricing for professionals who value relationship management.
Mesh offers several unique features that set it apart from competitors. Mesh 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. Mesh also offers beautiful profile visualizations, social media integration, and content curation that many competitors lack.
Yes. Mesh 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.
Mesh 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 Mesh instead of Salesforce, Hubspot, and Pipedrive. Mesh 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, Mesh can absolutely serve as your primary relationship management tool.
Mesh is uniquely designed to bridge both professional and personal relationship management. Unlike business-oriented CRMs that focus on sales pipelines and customer data, Mesh 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.
Mesh'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. Mesh 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 Mesh a comprehensive hub for all your relationship information.
Mesh's AI capabilities are at the forefront of personal CRM innovation. Nexus, Mesh'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, Mesh has embraced AI to provide deeper insights and more natural interaction with your relationship data.
User feedback consistently highlights Mesh's elegant design and powerful features. Many users describe Mesh 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 Mesh eliminated their need for multiple tools, appreciating its minimalist, user-friendly interface and AI integration capabilities.