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Carlos Gomez Uribe
Machine Learning, Data Science and Product Leader
Carlos Gomez Uribe is currently the Vice President of Machine Learning at Solugen, a company focused on sustainable chemical manufacturing.12 He joined Solugen in this role in 2024, bringing his extensive experience in artificial intelligence and machine learning to the field of biotech.2
Career Background
Before joining Solugen, Carlos had an impressive career in the tech industry:
- He worked at several major tech companies, including Google, Netflix, Facebook, and Apple.2
- At Netflix, he spent seven years, with the last four and a half years as Vice President of Product Innovation, where he was in charge of the recommendation algorithm.2
Education and Expertise
Carlos has a strong educational background:
- He holds degrees from top institutions like Stanford University and Massachusetts Institute of Technology.1
- His areas of study include Mathematics, Electrical and Computer Engineering, Statistics, and Medical Engineering.3
- He completed a PhD in systems biology at MIT.2
Role at Solugen
At Solugen, Carlos is applying his expertise in computational thinking and machine learning to:
- Accelerate the discovery and development of more sustainable chemical processes.3
- Focus on two main areas:
- Protein design
- Optimization of chemical processes2
His work aims to drive down costs, speed up progress, and ultimately contribute to Solugen's mission of decarbonizing the chemicals industry.2
Personal Motivation
Carlos is described as mission-driven, having moved between companies to work on causes he cares about, such as improving the quality of information, health, and now climate change.2 He was drawn to Solugen because of its potential to make a significant impact on sustainability and its fast-paced, startup environment.2
Highlights
🚀 Join Our Green Chemicals Revolution at Solugen! 🌍
We’re on an exhilarating mission at Solugen: decarbonizing the chemicals industry by reinventing chemical processes! Bring your machine learning, computational and science chops the the party, helping our teams of Biologists and Chemical Engineers develop the chemical manufacturing processes we need for a sustainable future and deploy them at scale. You will do this by helping us evolve genes for new proteins that act as enzymes, evolve organisms that produce our enzymes, synthesize better inorganic catalysts, and optimize the newly enabled reaction pathways from the bench to the manufacturing plant.
Join my data science and machine learning team: 🔍 1. Data Scientist (Chemical/Biochemical Optimization)
- Develop and deploy Bayesian optimization and related methods, and play a pivotal role in refining our cutting-edge chemical and biochemical processes, allowing us to scale them from labs to large scale manufacturing.
- More here: https://lnkd.in/gMZHB4ik
🔍 2. Machine Learning Research Engineer (Enzyme Design & Directed Evolution)
- Apply deep learning techniques, including diffusion and large language models, to the space of amino acid sequences.
- Take our directed evolution lab platform to the next level by designing the enzymes that enable the sustainable chemicals manufacturing of the future through ML. Your computational designs will be tested in the lab, and when successful, taken to the manufacturing plant.
- More here: https://lnkd.in/g-JVGWPz
Let's shape a greener future together. Apply now, and get in touch! 🌱🔬💡 Learn more about Solugen here: https://solugen.com/
#Solugen #GreenTech #ML4Good #SustainableChemistry #JobAlert Know anyone who might be interested? I’m #hiring.
Earlier this year at an internal Apple ML conference, I saw Arwen Bradley talk about how increasing randomness in the learning algorithm seemed to improve generalization in deep learning models. I found this observation puzzling, and was also interested in her approach, which included some of the stochastic processes math I had learnt and used for my PhD for a completely different field (Quantitative Biology). This led to a really fun collaboration exploring the behavior by borrowing some tools and ideas from statistical mechanics. Check out our first draft if interested, and please send us feedback and useful pointers. https://lnkd.in/gE7YyiZt #machinelearning #deeplearning
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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
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- Reminders and Notes: Helps you remember important details about contacts
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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.
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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.
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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.
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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.
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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.