Tag: Machine Learning

When time and resources are often stretched as far as they can go, and various branches of the infrastructure need to communicate, AWS can help startup founders and developers bridge the gap through Data insights to uncover customer needs. When paired with automation and machine learning, these services can put startups on a growth superhighway.

While Machine Learning can get quite complex, you don’t need a team of expensive Data Scientists and ML Engineers to gain real value from it. Check out our upcoming Twitch series for hands-on training with our AWS ML experts, and work through a variety of typical startup use cases from generating personalized customer recommendations to improving marketing efficiency.

The super.AI platform helps customers to transform processes involving unstructured data such as images, videos, text, documents, and audio and automate them using a combination of AI, software, and humans. Their customers requested a more efficient, highly accurate labeling mechanism, so they eleased a new feature where the pipeline pre-processes data points using an ML model running on Amazon SageMaker.

Nonprofits are often overwhelmed by the amount of data they accumulate, and lack the resources to generate value from it. In response to this challenge, charitable organization Data Science for Social Good (DSSG) Berlin was founded. As part of their mission to enlist volunteer data scientists and analysts to help nonprofits use their data properly, DSSG Berlin hosted Datathon, a data science hackathon powered by AWS services.

Polly is a DataOps platform that allows data scientists to access ML-ready data generated from data repositories, proprietary experiments, and publications. Powered by AWS, Polly’s infrastructure is fast, secure, and scales seamlessly.

Due to the effects of advancing climate change and a growing global population, agricultural professionals are under more pressure than ever before to produce higher yields with fewer inputs. Learn how Geopard, an independent precision agriculture platform, collaborates with Corteva, a leading global agricultural input company, to augment their physical products with smart recommendations integrated into a decision support tool powered by AWS.

Early in the pandemic, startup PostEra saw a need for an accessible therapeutic treatment – but they had trouble getting anyone to listen. Recognizing concerns ranging from public sentiment to the difficulty in delivering vaccines or antibodies to the Global South, PostEra helped launch a worldwide effort to develop novel antivirals, using technologies from AWS. With help from our team, PostEra rolled up their sleeves to rapidly scale the infrastructure and innovative technologies to speed compounds toward clinical development.

As the popularity of online dating services continues to grow, so too does the threat from scammers, bots, and other bad actors. ICONY GmbH, a white-label dating platform based in Germany, helps address this issue by rigorously validating users — allowing its business partners to launch their services with a database of reputable and up-to-date profiles already in place. With more than 200 partners, learn how ICONY is helping to create authentic, and safer dating platforms.

.lumen is a Romanian startup working on adding a wearable device to the too-small list of mobility solutions for visually-impaired people. The company’s goal is to pack all the benefits of a guide dog into a headset, making getting around far easier for the millions of blind people who don’t have access to a trained canine.

Carsome is Southeast Asia’s largest integrated car ecommerce platform. With operations across Malaysia, Indonesia, Thailand, and Singapore, they aim to digitize the region’s used car industry by reshaping and elevating the car buying and selling experience. Here’s how they’re using Amazon SageMaker to free up resources to innovate.