At SGInnovate, our mission is to help entrepreneurial scientists build Deep Tech startups. The world has hard problems to solve, and hard-tech answers are needed. We help entrepreneurs who want to solve hard problems build companies. We believe Singapore has the resources and capabilities to tackle hard problems that matter to people around the world. SGInnovate has been established to help ambitious and capable people to build 'technology-intensive' products borne out of science research. Our commitment is to use the full power of the Singapore ecosystem to achieve this mission.

Nexxiot is a TradeTech pioneer with a mission to enable easier, safer, and cleaner transportation for all stakeholders in the global supply chain. Nexxiot’s IoT hardware, software and analytics create transparency to improve efficiency and preserve value across supply networks. The technology mitigates risks to people, infrastructure and cargo and reduces emissions and waste. The company empowers carriers, cargo owners and other transportation participants to monitor the location, status and conditions of their assets and cargo in real-time, anywhere in the world. Sophisticated Big Data analytics delivers business intelligence at scale to drive efficiency, process automation and achieve sustainability targets. Headquartered in Zurich, Nexxiot operates throughout Europe and the U.S., with an international team of employees from 28 countries.

Seldon enables ml engineering teams to accelerate from r and d to production with proven efficiency gains. Its customers include large enterprises across sectors and geographies, including leaders in technology, pharma, automotive, finance, and retail. Their open-source projects are considered in model serving, explanations, and monitoring with installs and models deployed.

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Banuba is an augmented reality company with over 7 years on the market, pioneering face tracking and virtual background technologies. Our expertise helps clients harness the power of AR to foster business growth: 1. Face AR SDK can remove backgrounds, add AR masks, place virtual makeup, create touchless interfaces and more. 2. TINT — Realistic virtual makeup try-on with auto seasonal color analysis, a unique solution in digital makeup. 3. Video Editor SDK/API. A full-fledged mobile video editor with AR features included. Reduces app time-to-market by up to 50%. Banuba has also made notable gains in hand tracking. This technology allows controlling electronic devices with gestures, as well as accurately trying on hand jewelry. Business evaluation of the company reached $30 million after the first round of funding and $100 million after the second.

Parallel Domain is a synthetic data generation platform for computer vision and autonomy. Parallel Domain provides a smart way to prepare both machines and human operators for the real world, while minimizing the time and miles spent. Users can connect to the Parallel Domain API and tap into the power of synthetic data to accelerate their autonomous system development. Parallel Domain generates synthetic labeled data sets, simulation worlds, and controllable sensor feeds so users can develop, train, and test their algorithms safely before putting these systems into the real world.

Gump Come below, is a company which conduct research, manufacture and operation of smart vending machines with orientation of artificial intelligence innovation. Gump Come focuses on big data application and SVM R&D. Utilizing cameras, multi-touch and voice interaction technologies, Gump Come has taken advantage of interesting interaction between human and machines. In addition, Gump Come Mini Shop contains rich media properties, which means high extension capabilities for advertisement and retail. Gump Come has proved great profitbility to various partners.

Elucidata's proprietary SaaS platform, Polly, transforms drug discovery- one curated dataset at a time. Polly delivers ML-ready biomedical molecular data for accelerated drug discovery. Hosting a rich repository of more than 230,000 multi-omic datasets, Polly curates data semi-automatically, with over 50,000 datasets added each month. The company equips data-driven drug discovery teams with a code-first SaaS platform that integrates proprietary and public biomedical molecular data for ML applications. Inspired by the FAIR guidelines described by the NIH, Polly's Data Lakes allow exclusive access to curated multi-omics data that is ready for ML workflows. Polly offers 10x faster identification of therapeutic assets with high odds of success in the clinic. It has enabled the detection of multiple validated drug targets across immunology, oncology, and metabolomic disorders. Polly supports discovery programs at Pfizer, Agios Pharmaceuticals, Genentech, and Yale and has 35+ research partners from premier biopharma companies and research labs.