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Recently, we had the opportunity to work on an NLP project to fetch top-n results based on semantic similarity between a set of texts and an unknown text. We tried methods like TF-IDF/ BM25, cosine/euclidean distance between various embeddings BERT, RoBERTA, XLNET, etc. Given an...

IRIS 360 | Case Study| Small Sized Hospital The Client The small sized hospital with upto 100 daily outdoor patients. The Problem In regular times hospitals are places where people go to get cured.  With covid-19 pandemic raging across the globe, hospitals have become the...

Novel Corona virus has weathered everything so far. It survived the scorching summers, transcended political and geographical borders, upended economies and made a mockery of lockdowns. Of the lives lost, lesser said the better. Unable to risk anymore economical damage, nations are relaxing lockdowns, abetting...

The Client: The client is a textile manufacturer with 100-150 workers working in two shifts. The Problem: The existing attendance system was based on fingerprint biometrics. Each employee was supposed to register at the start and the end of their shift. As lockdown restrictions were...

The Client: The client is a provider of information and intelligence to many of the top 500 US companies. The Problem: Analyzing news articles for gathering insights on companies, events, and people constituted a good chunk of our client’s market research team. A typical person...

The Client: The client is an accounting firm responsible for managing invoices and accounting of a photography firm. The Problem: The task was to automate the process of matching and counting the exact number of photos that were used by a photography firm’s clients on...