Tabular data

Tabular data is usually the data that is stored in the SQL tables of your product or other forms of electronic records. Having to handle vast amounts of this historical data, you might now want to leverage on Machine Learning to improve your business intelligence. We can identify significant patterns from your tabular data, derive business-centric insights, improve decision making etc

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Churn prediction for SaaS product users

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Price estimation of pre-owned automotive vehicles

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Optimizing digital marketing expenditure

Scanned documents

Scanned documents are the images or PDF documents that are scanned from your important paper-based business documents. The raw scanned documents are seldom useful and it might be necessary that you convert these documents into a searchable electronic format. We can convert your scanned documents into text, extract specific details, store them in searchable formats etc

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Document indexing of engineering drawings

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Size estimation for unstructured scanned documents

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OCR on expense receipts

Textual data collections

Textual data collections are usually the large collection of conversations, reviews and feedback comments you receive on your product forums or social media channels. Managing these large textual data collections can be difficult without using intelligent Machine Learning models. We can automate the process of maintaining the sanity of conversations, redact foul language, estimate user sentiment etc

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Automatic content moderation on product discussion forum

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Sentiment analysis of customer feedback

Images, videos and live streams

With the recent advances in computer vision technologies, it is now possible to perform intelligent image and video analysis on various platforms. We can develop computer vision applications on image streams like CCTV cameras, mobile cameras and industrial cameras. We can develop intelligent video analytics solutions on live camera feeds for various industry segments

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Face recognition on sports training videos

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Retail video analytics to identify consumer behaviour

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Machine vision inspection for heavy industry

Sensors and other data sources

Sensors usually produce time-series data about important environmental properties and physical properties. Managing time-series data from sensors will require extensive operations on data acquisition, data cleaning and building Machine Learning models. We can build intelligent AI-centric products from wide range of sensor and other data sources

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