To some, data is just bunch of ones and zeros. To us, it tells a story. This approach translates into an end-to-end process where we provide value at each and every step. On one end, we deliver automatized data acquisition and business validation. This flows into model creation which is the crucial part. At the end, we deliver beautiful and responsive dashboards as stakeholders need a way of interacting and understanding data. Some of the industries we work with include but are not limited to Finance, Healthcare, Logistics, Retailand Real Estate.
Our contribution to open source can be summarised by thousands of downloads, we inspire discussion and growth that allow others to learn from our accomplishments and to share with us.
Appsilon delivers high-quality data analysis, data science software solutions and technical support. If you have a difficult problem that requires strong analytical skills or think that your data is being underutilized, then we’re the right people!
Acquisition, validation, governance and processing
Automated valuation models, Satellite imagery analysis and predictive analysis
Data visualizations, reports, R/Shiny and Dash dashboards
Case studies: Optimization in port management
Maritime AIS Safety Cargo management
Working with ports drives the efficient flow of goods. This foundational business has experienced an explosion in the number of data points available thanks to developments in sensors, IoT, software, and increasing global complexity. In this visualization, you can see how we expedite the process of loading and unloading goods.
Route prediction can help both ports and crew, as we inform everyone ahead of time about incoming vessels and help captains choose the most time and cost effective ports. Traders can also benefit by having real time updates, taken from Automatic Identification System (AIS) data.
Combines Satellite and AIS data in real time
Improves safety and efficiency
Case studies: Automatic Valuation Models
Real Estate AVM Data Scraping
There is a famous case of a data scientist helping find a cheaper location for a new firehouse, whilst decreasing reaction times to all locations served. We do that, at scale, with the help of Automated Valuation Models. You can see differences real estate prices of specific plots and subplots in New York City. Changes in time and trends can be seen on a granular level. Expert knowledge is incorporated into the models and improves results by giving us more than data, but also years of experience.
Our approach to combining models with highly functions user interfaces drastically improves the usefulness of our models. Anyone from developers, facility managers to real estate investors can benefit from our tool. We model and predict future trends to help municipal planners, developers and even citizen investors looking for a tangible nest egg.
Intuitive and functional
Forecast future behavior
Augmented with Expert Knowledge
Case studies: Satellites image analysis in agriculture
Image recognition Deep learning KERAS
Satellites follow Moore’s Law, in that the resolutions and image frequency exponentially increase and improve over time. We take advantage of such satellite imagery and deep learning to automatically recognize images and discover insights. The case you can see is from an agricultural plot of land where our model has identified three lost areas of corn. Farmers can use this when calculating their losses and identifying areas of improvement.
Such technology is not restricted to agriculture, but can be applied to a multum of industries. We can help shopping malls and offices extract insights from their parking lots. We can identify and track the migration of groups of land and sea animals. We are not yet at live tracking, but regular and recurring images are enough to benefit and add new business use cases to your company while staying ahead of the competition.
30cm per pixel
Minimal travel and on-site costs
Deep Learning Image Recognition
Case studies: Shiny Enterprise Dashboards
Shiny Data visualization Enterprise Dashboards
We build scalable & reliable custom enterprise dashboards. We focus on UX and a modern aesthetic that improves the functionality of our models while minimizing the learning curve needed for the end user. We create open source packages for Shiny that are used by thousands of data scientists around the globe.
We have experience in creating secure & dynamic dashboards in Shiny for hundreds of users. Our custom packages introduce such features as authentication with LDAP integration, usage analytics and multilingual interface.
Hundreds of simultaneous users
7 days to mock up
Data acquisition automation
John Dannberg, Principal The Boston Consulting Group
Appsilon Data Science proved to be an excellent business partner. The high technical skillset coupled with a solid business understanding made the cooperation flawless. Appsilon were flexible with tight schedules. It took us one month to get from sketch to a working application.
Sergey Fogelson, VPAnalytics and Measurement Sciences
We are big fans of your shiny.semantic package for Shiny and have used it to make our dashboards not ugly here at Viacom. Thanks for that!
Petter Arnestad, CEO at Storekeeper AS
The Appsilon Data Science team took our Shiny app to a new level. They promptly delivered a new user-friendly interface, gave us a fresh new design and incorporated our logo and branded elements elegantly. Everything was delivered on time and within budget. We highly recommend Appsilon as a professional business partner in Shiny and R-related projects.
Frank Gregorkiewicz, Managing Partner, Triple A
The platform delivered by Appsilon team allowed us to migrate a specialized spreadsheet model into a collaborative web application and to give our clients unique tool enabling fulfillment of quantitative requirements of Solvency II Directive in effective and user-friendly manner.
Thomas Ko, CEO NAMU Systems
I would like to strongly underpin their major assets as professionals and co-workers: being extremely flexible and adaptive to the cutting-edge technologies combined with maintaining top quality of the code. Needless to say, we are deeply satisfied with the results of our cooperation.
Routing is the process of using URLs to drive the user interface. Routing adds more possibilities and flexibility while building a complex and advanced web application, offering dividing app into separated sections.
We decided to make a tool to solve Internationalization of shiny apps problem. shiny.i18n is the new kid on the block and it’s still under rapid development, but the 0.1.0 version is already ready to go .shiny.i18n usage is not limited to Shiny apps. You can use it as standalone R package for generating multilingual reports or visualizations.
Introduction to object detection & image classification with YOLO algorithm & darknet. What exactly is object detection? To answer that question let’s start with image classification and assign it to one of many different categories (e.g. car, dog, cat, human,…), so basically we want to answer the question “What is in this picture?”.
Filip Stachura, CEO at Appsilon Data Science spoke on Fintech Open Mic Night - Credit Scoring. Traditional credit scoring used financial history and basic info about the prospective borrower: job, address and so forth.