CoArtha, a Product Development company providing HR Technology Solutions to Enterprises using Machine Learning & Automation.  CoArtha recognized as Top 10 HR Technology companies for 2017. (Source: Silicon India Magazine) and FINALIST into 2017 RED HERRING Asia Top 100. Our Enterprise customers are Randstad USA, Monster.com since 2015. We have 3 core areas of expertise to fulfill Enterprise's Talent Acquisition & Digital Transformation needs. •   Product (https://www.MapRecruit.com - Parallel Automated Interview Screening to scale Talent Acquisition 10x at 30% of effort) •   Intellectual Property (Candidate Match & Rank to Job, Parsing for 3 major domains - IT, Professional Services, Healthcare) •   Solutions (HR Automation and Machine Learning -- User Modeling, Resume Enrichment, Deduplication, Visualization )  Our Customized Solutions to the Enterprises (some of the examples below) utilizing our IP or building from the scratch. 1. Solutions provided:  ○ Web traffic User Modeling at 1.5Million hits / day ○ Job Portal re-engineered to improve search relevancy ○ "Resume Enrichment" using Social data & Resume data sources (around 51% enrichment for more than 1yr old profiles) ○ Central Database & Resume De-duplication while combining mass scale data (16 M+ profiles & related work history) from heterogeneous data marts. 2. Intellectual Property developed: ○ Resume Parser 2.0 with accuracy on-par with BurningGlass, Sovren (evaluated with profiles from these 3 domains: Technology, General Services and Professional Services) — Demo link is available on MapRecruit.com ○ Ontology / MR Knowledge Graph (Job Title, Skills, etc.) from live Sources like O*Net, Job Boards to bring both "inside-Out & Ouside-In" language normalization.