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The next generation of women in coding
Women of color make upless than 10 percent of all Bachelor’s degrees earned in computing in the U.S. Peta-Gay Clarke and Shameeka Emanual are working to help change that. As program managers of Google’s Code Next program, they’re using their tech careers to give young women more access to computer science. Today, they’re announcing the sponsorship of a new Women of Color in Tech scholarship.
I recently had the chance to talk to Peta-Gay and Shameeka to learn about the women who’ve inspired them and how, in turn, they hope to inspire the next generation.
What interested you in a technology career?
Peta-Gay: My grandmother was a Jamaican immigrant and even though she didn’t know much about computers, she walked into Radio Shack in the 1990s and put a computer on layaway. A year later, she surprised my sister and me with it on Christmas. This gift both turned me into our family’s tech support and sparked my interest in technology. Later on, I transferred into a computer science program at my high school in Queens, which changed my life. I learned how to build and repair computers and was introduced to computer programming.
Shameeka: I grew up as a cheerleader and band nerd who was eligible for free lunch — I knew technology would be my key to moving to another economic class. I was also drawn to tech because math and science are objective subjects rooted in proof: you’re either right, wrong or innovating.
Women, particularly women of color, are underrepresented in tech. How have you seen women of color break into this work?
Peta-Gay: Breaking into the tech industry requires a great deal of persistence, resilience and support. Early exposure, access and opportunities also make a huge difference. I personally have had mentors and sponsors enter my life at critical points. But if we’re going to see major shifts in the number of women of color entering the tech sector, we need innovative public and private partnerships and new ways to access careers in tech.

Shameeka Emanuel, program manager of Google’s Code Next program
You’ve been working with Google’s Code Next students for six years. What still surprises you about working with them?
Peta-Gay: I’m still surprised how often our students are excluded and underestimated. There are still far too many schools that don’t offer computing courses, and even if they do, our students may not be eligible to take them. Many of our budding engineers join Code Next to get the exposure and access they need. They join as freshman in high school and stay through graduation. Our inaugural cohort have even stayed connected through the program, and they’re now sophomores in college!
Shameeka: The students continuously blow me away, there’s no limit to what they can achieve. Our senior leadership sees it too. I’ve even seen their eyes twinkle when they attend our student showcases! Being a part of this leadership team has also helped me raise my own children — I’ve learned that you have to remove boundaries and focus on the play part of education to truly inspire the next generation.
What do you hope the students who participate in Code Next learn beyond new technical skills?
Peta-Gay: I want our students to become lifelong learners. My hope is that they never stop exploring and tinkering, but more importantly they find joy in learning.
Shameeka: I want our students to use what they learn here to reach back and pull others forward. We want to inspire the next generation of makers and engineers to become disruptive leaders in tech with a growth mindset. I hope they keep growing and glowing!
What do you hope to achieve with the new Women of Color in Tech scholarship?
Peta-Gay : Together with Scholly, our team is excited to sponsor a new Women of Color in Tech scholarship that will award up to 20 Black, Latina and Native women with $10,000 towards computing degrees.
Shameeka: It was created to raise awareness of the gender gap in tech and the challenges women of color face trying to enter the industry. We also hope it eases some financial burden for the winners so they can focus on their studies.

Peta-Gay, lead of Google’s Code Next program, speaking at a Code Next Hackathon in New York City
In the spirit of Women’s History Month, can you tell us about any role models or mentors who’ve helped you grow?
Peta-Gay: My first role models were my mother and my grandmother. I’m a first-generation immigrant, so to know my parents came to the United States from Jamaica and had to start their lives all over is my greatest motivation.
Shameeka: I’ve been blessed to cross paths with amazing women in this industry who took time to counsel and mentor me over the years. But the next generation — our students — are now pushing to create a world where diversity and access are the norm and not the exception — and I’m excited to watch them create this change!
Head over to Code with Google to learn how other Google programs and partnerships are addressing equity gaps in tech, including more scholarships for students pursuing degrees in computer science education.
This World Wildlife Day, the key word is adapt
Wolverines are stocky, energetic carnivores who resemble small bears. These animals travel up to 15 miles a day and summit peaks in the wildest lands. Currently, their habitat range includes parts of the northern U.S. and Canada where they have access to huge swaths of remote land with abundant winter and spring snowpack to build dens for their baby kits. However, like other species across the world, their habitat is at risk of shrinking due to climate change.
As entire habitats change, land managers and policymakers need to be able to make local land-use decisions that support regionally important species and ecosystems. Cloud-based mapping tools, like TerrAdapt which launched to the public today on World Wildlife Day, can help prioritize areas for conservation actions — like habitat restoration, increasing protection status, and building wildlife crossings. TerrAdapt uses satellite monitoring technology powered by Google Earth Engine and Google Cloud Platform to project habitat conditions given future climate and land-use scenarios.
Using TerrAdapt to monitor wolverines
It’s initially being developed in the Cascadia region — which spans part of Washington in the U.S and British Columbia in Canada — to model habitat ranges for species like the wolverine, as well as the fisher, grizzly bear, greater sage-grouse and Canada lynx. Working with the Cascadia Partner Forum and the Washington Department of Natural Resources, the TerrAdapt team partnered with leading wolverine biologists to model changes in the wolverines’ habitat and connectivity between 1990 to 2100.

Areas in orange and red show the shrinking of montane wet forest habitats where snow-dependent wildlife like the wolverine live, projected to 2100.
According to this model, wolverines and other snow-dependent species are expected to see significant changes to their habitat — especially when climate change scenarios are factored into the mix. Looking forward to 2100, there is little remaining wolverine habitat in the U.S.

Projections of how the suitable habitat for snow-dependent species changes from 1990 to 2100 based on the amount of liquid water contained in the snowpack, or SWE, under a “business as usual” climate scenario.
Conservationists are concerned we’re not adequately preparing to protect the wolverines and their habitat which is also home to other species of animals and plants. In 2020, the decision to federally list the wolverine as threatened under the Endangered Species Act was rejected on the basis that there’s still sufficient snowpack.
Moving forward, land managers and policymakers can use TerrAdapt projections to better inform decisions like this. Carly Vynne, TerrAdapt co-founder and Director of Biodiversity and Climate at RESOLVE says that TerrAdapt helps them keep these animals on the landscape. “TerrAdapt allows us to visualize future scenarios and plan management responses,” she says. “This helps make sure that our region is as resilient as possible for wolverines and the other plants, animals, and human communities that depend on our natural landscapes.”
Making decisions that benefit the planet
The ability to use findings to inform conservation decisions and policy needs to grow. Equipped with information from TerrAdapt on how our current and future land-use decisions affect our natural world, we can increase ecological resilience to climate change risks and make land-use decisions that benefit our planet.
Explore how Google’s technology, such as Google Earth Engine, is being used to help decision makers improve resilience and adapt to climate change. And learn more about how TerrAdapt is helping us plan for a positive future with wolverines in this short video.
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What World Hearing Day means for this Googler
Dimitri Kanevsky, a research scientist at Google with an extensive background in mathematics, knows the impact technology can have when built with accessibility in mind. Having lost his hearing in early childhood, he imagines a world where technology can make it easier for people who are deaf or hard of hearing to be a part of everyday, in-person conversations with hearing people. Whether it’s ordering coffee at a cafe, conversing with coworkers or checking out at the grocery store.
Dimitri has been turning that idea into a reality. He co-created Live Transcribe, our speech-to-text technology, which launched in 2019 and is now used daily by over a million people to communicate — including Dimitri. He works closely with the team to develop new and helpful features — like an offline mode that will be launching in the coming weeks to give people access to real-time captions even when Wi-Fi and data are unavailable.
For World Hearing Day, we talked with Dimitri about his work, why building for everyone matters and the future of accessible technology.
Tell us more about your background and job at Google.
When I moved to the U.S in 1984, there were no transcription services. I wanted to change that, so I focused my work on optimizing speech and language recognition to help people who are deaf or hard of hearing.
I eventually moved from academia to Google’s speech recognition team in 2014. The work my team and I accomplished allowed us to create practical applications — like Live Transcribe and Live Caption.
How has your personal experience shaped your career?
I completely lost my hearing when I was one. I learned to lipread well so I could communicate with other students and teachers. My family was also very helpful to me. When I switched to a school where my father taught, he made sure I was in a class with children I knew so it was a smoother transition.
But in eighth grade, I moved to a math school with new teachers and students and was unable to lipread what they taught in class or communicate with my new classmates. I sat, day after day, not understanding the material they were teaching and had to teach myself from textbooks. If I had a tool like Live Transcribe when I was growing up, my experience would have been very different.
In what ways has assistive technology — like Live Transcribe — changed your experience today?
Technology provides tremendous opportunities to help people with disabilities — I know this firsthand.
I use Live Transcribe every day to communicate with others. I use it to play games and share stories with my twin granddaughters — which is life-changing. And just last week, I gave a lecture at a mathematical seminar at John Hopkins University. During it, I could interact with the audience and answer questions — without Live Transcribe that would have been very difficult for me to do.
I used to rely heavily on lipreading for day-to-day tasks, but when people wear masks I can’t do that — I don’t even know when someone who’s wearing a mask is talking to me. Because of this, Live Transcribe is even more important to me — especially when at stores, riding public transit or visiting a doctor.
What are you excited about when you think about speech recognition technology ten years from now?
My dream is to use speech recognition technology to help people communicate. As technology advances, it will unlock new possibilities — such as transcribing speech even as people switch languages, understanding people with all accents and speech motor skills, indicating more sound events with visual symbols and automatically integrating sign recognition or additional haptic feedback technologies.
Further in the future, I hope to see an experience where people are no longer dependent on a mobile phone to see transcriptions. Perhaps transcriptions will be available in convenient wearable eye technologies or appear on a wall when someone looks at it. There’s a variant of prediction that there will be no mobile phones since all devices around us — like our walls — will act as mobile devices when people need them to.
What do you want others to learn from World Hearing Day?
According to WHO, one in ten people will experience hearing loss by 2050. Still, a lot of people with hearing loss don’t know about novel speech recognition technologies that could help them communicate, and hearing people aren’t aware of these tools.
World Hearing Day is an opportunity to make everybody aware of the needs of people with hearing loss and the technology that everyone can use to have a tremendous impact on their lives.