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Troy Hodges
Manager, Data Science @ Kevala, Inc.
Professional Background
Troy Hodges is a dedicated professional whose career is fundamentally shaped by his commitment to transforming the energy sector while addressing the critical challenges posed by climate change. With over nine years of experience across multiple continents—including North America, Africa, and Asia—Troy has cultivated a robust and diverse background in both private sector energy startups and public policy. His extensive knowledge is bolstered by hands-on experience at the federal level through his work with the U.S. Energy Regulatory Commission.
Currently serving as the Data Science Manager at Kevala, Inc., Troy plays an instrumental role in the development of advanced analytics tools that support clean energy initiatives. His extensive exposure to numerous projects in seven different countries has empowered him to forge valuable connections and contribute significantly to the energy and climate technology sectors. With a holistic perspective on the challenges and opportunities in the energy landscape, he is adept at creating data-driven solutions that drive innovation and foster sustainability within the ecosystem.
Before ascending to his current managerial position, Troy held various roles at Kevala, including Data Scientist and Manager of Data Science for Distributed Energy Resources (DER) Modeling. This trajectory has equipped him with deep insights into analytical methodologies that cater to the evolving needs of the energy sector.
Troy's passion for clean energy extends beyond his corporate pursuits. He has held critical positions within the Clean Energy Leadership Institute, including D.C. Director and Fellowship Coordinator, where he worked tirelessly to cultivate leadership in the clean energy space. His early career comprised invaluable experience as an Energy Industry Analyst within the Office of Enforcement at the Federal Energy Regulatory Commission, where he developed analytics approaches that inform enforcement decisions across the federal energy market.
Education and Achievements
Troy's educational background is as impressive as his career experience. He earned a Master’s Degree in Earth and Environmental Engineering from Columbia University, a program that equips leaders with the knowledge and skills necessary to address complex environmental challenges.
Prior to that, Troy completed his Bachelor of Science in Natural Resources and Conservation at the prestigious University of California, Berkeley. This foundation in natural resource management has been critical in shaping his understanding of sustainable practices and their application in energy policy.
Troy holds certifications in Energy Risk and Climate Finance, demonstrating his commitment to professional development and mastery of emerging trends in energy finance strategies. These certifications further complement his technical expertise and leadership capabilities, enabling him to engage effectively in discussions surrounding risk management and climate resilience.
Achievements
Throughout his career, Troy has consistently demonstrated a commitment to advancing the field of clean energy and climate technology. His participation in various initiatives, including his role as a Clean Energy Leadership Institute Fellow, reflects his dedication to creating systems that empower future energy leaders. As Co-Founder and Advisor for Palmos Co., he has contributed to innovative startup initiatives aimed at enhancing efficiency within the energy sector.
Troy's role as a Junior Professional Associate with the International Renewable Energy Agency (IRENA) underscored his profound commitment to promoting renewable energy technologies on a global scale. This international experience has not only enriched his understanding of policy implications but has also allowed him to crucially assess the intersection between renewable energy development and regulatory frameworks. His background includes conducting policy analysis during his tenure at both IRENA and the Federal Energy Regulatory Commission, where he bridged the gap between analytical insights and regulatory action.
Moreover, as a Graduate Student Researcher at the Sustainable Engineering Lab at Columbia University, Troy engaged in cutting-edge research aimed at addressing pressing environmental challenges, solidifying his reputation as a forward-thinking leader in the field. He has effectively translated research findings into actionable strategies that impact the real world.
From project management roles to analytical science positions, Troy Hodges embodies a diverse approach to tackling complex challenges within the energy landscape. His unique blend of experience, education, and passion signifies a career not just dedicated to personal success but also to the global advancement of sustainable energy solutions. Troy is not only a leader in the clean energy movement; he is a transformative force driving the necessary changes to ensure a sustainabl
Highlights
As power outages brought on by Hurricane Beryl continue to impact Houston, it’s a reminder of the crucial need to prepare the grid for its toughest moments.
At Kevala’s Data Science Journal Club, Zeke Barger recently shared a paper demonstrating how advanced grid simulation techniques can quantify the scale of risk from natural disasters and pinpoint no-regrets resilience investments.
Researchers simulated seven historical tropical cyclones on a synthetic Texas transmission grid. For each, they ran 10,000 simulations modeling the spectrum of outages caused by transmission line failures.
Importantly, they modeled both direct damage to lines and cascading failures of nearby lines. When a line goes down, the remaining network attempts to rebalance the flow of power. This rebalancing can overload existing lines and cause a domino effect of failures that lead to massive outages.
A key finding was that power outage distributions are multimodal, meaning there are several likely outcomes for a single tropical cyclone path, ranging from minor to severe grid impacts. This has implications for grid planning, as historical storms may have caused few outages, but a future storm of similar strength could result in significantly more customers in the dark.
Finally, the study also developed a risk index and identified the top 20 lines most likely to cause cascading blackouts. A framework like this can help prioritize investments to harden transmission lines and could be extended to strengthen the lower voltage distribution system, another major source of outages.
For now, wishing those in the Houston area a speedy recovery!
Link to the full paper, code and data: https://lnkd.in/gydk4Xt5
There's been a lot of great work on updating building codes to remove barriers to electrification, but there's another silent killer of building decarbonization projects: zoning codes!
I recently had a heat pump installed at my house, where everything went smoothly except for one thing -- the location. There is a city zoning requirement that mechanical equipment, including heat pumps, must be at least 5 ft back from the property line. With a narrow lot, we had to get creative for the project to work (and unfortunately ax our lavender bush).
A neighbor had less luck, having to cancel a heat pump project due to this rule.
Many of these rules across the country were established years ago out of concern for noisy AC and heat pump operations. Heat pump technology has come a long way and now hums quietly along. A simple update to these local codes allowing siting closer to the property line would unlock more projects and make decarbonizing that much more accessible.
What do the zoning rules look like in your city? Chances are there's a few dusty codes lying around preventing fossil fuel equipment from being retired. I'd encourage you to take a look and advocate for change!
P.S. we were still thrilled about the project, goodbye gas furnace!! ✌
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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.