Top Harvest Capital is a deeply technical venture firm backing early-stage founders engineering the next paradigm of software, physical intelligence, and multi-modal biology.
Founded by former Google machine learning directors and Google Ventures partners, we invest with high conviction at the absolute inception of frontier tech.
$ run analysis --engine=top-harvest
> INITIALIZING PARAMETERS...
✓ GV Legacy Track Record Verified (2012-2022)
✓ Google ML Architecture DNA Loaded (2006-2012)
"We evaluate breakthroughs at the raw architecture and dataset layer. No tourists. No generic wrappers."
In the current frontier tech ecosystem, capital is abundant but true technical partnership is rare. We do not look at slides. We look at compilers, datasets, and architectures.
We are not business generalists. We are ML scientists and practitioners who built the core predictive and modeling systems inside Google and Google Ventures. When you discuss model training loops or model evaluation with us, we don't need a translator.
We do not track momentum, hype, or cap-table fashion. We identify high-risk, high-reward computational breakthroughs at the white paper or initial prototype stage. If you are building something deeply complex that makes standard VCs pause, that is exactly where we excel.
Our partners spent over a decade leading investments at Google Ventures (GV). This legacy translates into a pristine ecosystem of machine learning engineers, enterprise commercial buyers, and technical executives ready to accelerate our portfolio's scale-up process.
Intelligence is transforming both the dynamic digital enterprise and the foundational biology of the human body.
We invest in the underlying infrastructure, optimization mechanisms, and systems making real-world cognitive workloads viable. We look past basic application wrappers to find deep architecture-level advantages.
The code of life is digital. We invest in platforms combining wet-lab breakthroughs with high-capacity machine learning pipelines to streamline therapeutics, diagnostics, and foundational biological modeling.
We built systems powering billions of predictions before writing our first checks.
Adam is the Founder and Managing Partner of Top Harvest Capital. With over two decades of experience spanning deep tech, advanced data science, and venture capital, Adam has spent his career at the absolute forefront of machine learning and disruptive innovation.
Prior to launching Top Harvest Capital in 2021, Adam spent eight years as a General Partner at GV (Google Ventures), where he spearheaded investments in Artificial Intelligence, Machine Learning, and big data across enterprise software and the life sciences. His journey within Alphabet began at Google (2006–2012), where as a Director, he built and scaled a world-class machine learning and statistical modeling team. Adam holds a Ph.D. in statistics from the University of Texas at Austin and was a postdoctoral fellow at Harvard University, where he published highly cited research on applying statistical machine learning to public health.
As a General Partner at Top Harvest Capital, Choongsoon bridges the gap between deep academic research and institutional venture scale to back the next generation of AI and tech-health founders.
Prior to joining Top Harvest, Choongsoon spent nine years as a Partner at GV (Google Ventures) from 2013 to 2022, where he focused on Artificial Intelligence, Machine Learning, and Data Science. He began his industry career at Google (2009–2013), spending four years engineering machine learning models for the company’s core advertising products. Choongsoon holds a Ph.D. in Statistical Machine Learning from UC Berkeley, where his doctoral research focused on analyzing Random Forests.
