Database Expertise
We possess a vast experience in modeling and optimizing databases on a large scale. We will carefully choose a data persistence and retrieval mechanism that aligns with the requirements of your business. Elastic has been utilized not only for log aggregation and SEIM (Security Information and Event Management), but also for application search and reporting functionalities. Additionally, we employ high-speed memory stores like Redis for caching purposes when rapid and scalable reads are essential to achieve your objectives.
In the realm of mobile applications, Firebase's real-time database is employed to achieve data synchronization between the data stored on the device and the data hosted on external servers.
We possess a vast experience in modeling and optimizing databases on a large scale. We will carefully choose a data persistence and retrieval mechanism that aligns with the requirements of your business. Elastic has been utilized not only for log aggregation and SEIM (Security Information and Event Management), but also for application search and reporting functionalities. Additionally, we employ high-speed memory stores like Redis for caching purposes when rapid and scalable reads are essential to achieve your objectives.
We provide assistance for instantaneous inquiries of extensive data collections through databases such as Redshift, Bigquery, and Hadoop.
Data Science Solutions
Staff and Services
Our team of data scientists is proficient in managing projects across various industries. Our team comprises of specialists in the fields of statistics, GIS, machine learning, database architecture, and data visualization.
Statistical
analysis
In addition to formulating our proprietary algorithms, our team has collaborated with data science teams at prominent Fortune 500 corporations. We possess comprehensive knowledge in probability distributions, variance, hypothesis testing, and inference (including p and t scores), as well as regression and the selection of regression models (logistic, linear, and multivariate).
Frequently, these established and reliable methods of data analysis produce insights that are more lucid and expeditious than machine learning techniques.
Data
Visualization
We will ensure that you obtain a comprehensive understanding by utilizing the potential of your data, thereby facilitating improved decision-making for both your business and your customers. We employ our exclusive visualization tools, open source systems, and enterprise third-party technology to develop the most suitable solution. Our capabilities extend to integration with Tableau, Power BI, and Google Data Studio, and we engage in collaboration with looker.com for BI data visualization purposes.
Structured and Unstructured
Learning
We are prepared to assist you with the classification and regression analysis of your data sets. Our experience includes tackling unstructured imagery classification challenges using TensorFlow, and we possess knowledge in a range of structured modeling and classification techniques, including regression, random forest, GBM, and K-means clustering.
In addition to R and Python-based local machine learning implementations, we can leverage Amazon and Google cloud-based services for natural language processing in chatbots and sentiment analysis.
Maps and
analysis
Location plays a significant role in our daily routines. From tracking the whereabouts of a package, locating a restaurant, to checking the weather forecast, it is an integral part of our lives. Whether it involves detecting, quantifying, or overseeing location-specific data, we possess expertise in utilizing prominent mapping analysis systems such as ESRI ArcGIS and Mapbox.