A look at the work we've delivered across analytics, AI, search, application development, and enterprise data.
Analyzed data from disparate sources, and uploaded into new and existing data marts applications based on the business requirements of Metro and Enterprise Data Warehouse Strategy built on BI tools and platforms. Built analytics, reporting capabilities and visualization for the customer.
Our familiarity with effective computer vision techniques and algorithms has allowed us to build programs to conduct facial analysis (detection, recognition, and tracking movement). Additionally, we have made effective OCR tools for image-to-raw-text analysis. We also have expertise in building generic object detectors, which encompass both machine learning and computer vision techniques.
We have implemented several algorithms to score and rank drugs based on spelling, orthographic, and phonetic metrics. These algorithms are often rule based within a particular context (e.g. drug names). In addition to NLP, we are quite adept with any sort of text mining based on patterns (often in expression trees), information retrieval, and named entity recognition.
BITS specializes in finding solutions using cutting edge machine learning and data mining techniques. Our professionals have built analytics engines and predictive models for forecasting and sentiment analysis, and OCR/ICR applications to convert images of forms to structured text. Many of our models use modern deep learning methods, including convolutional neural networks. We particularly specialize in supervised learning using ensemble learning approaches, boosting, bootstrap aggregating, and cross validation techniques. To fully automate the process, we often implement online machine learning models.
Building fast and scalable enterprise search applications using open source frameworks such as Apache Solr and ElasticSearch. We also have experience deploying these search engines to a cloud environment, where the data indexing is shared among several distributed servers to optimize performance. The key to gathering the data is having effective crawlers — our experts have built both web and directory crawlers, both multi-threaded and single-threaded.
BITS provides its customers the latest in Web Development, especially in ASP.NET, PHP, Python, and JavaScript to build HTML5/CSS3/jQuery web applications. Web sites can be hosted in data centers maintained by BITS or in-house. We are skillful in building RESTful web services and APIs and integrating them with a cloud architecture for scalable and efficient mobile/web applications. We have built several mobile applications for Android and iOS integrated with RESTful APIs.
Digitizing and scanning paper documents and other media both on-site and off-site. Assessing and inventorying documents; tracking and indexing documents.
Oracle database administration, monthly health check-ups, troubleshooting and resolving issues encountered. Database installation, upgrade, patching, and quarterly CPU implementation.
