Oct 2018 – May 2019 · 7 mos

• Led and drove the ML/ AI efforts of the firm while providing advisory support to teams managing the Resume Parser and Skills Detection module.
• Collaborated with the CEO to demonstrate and pitch the developments of AI at VMock based on cutting-edge technology.
• Knowledge Graph: Created advanced skills recommender system using the knowledge graph and Matrix factorization technique.
• Conducted a session on ML for the Executive MBA students of Kellogg School of Management, during their visit to VMock office in Gurgaon.

Mar 2017 – Sep 2018 · 1 yr 6 mos

• Promoted within 9 months for showcasing exemplary work and completing project ahead of schedule.
• Spearheaded a new project while mentoring 3 junior data scientists and 2 quality analysts to ensure end-to-end management of the project.
• Resume Parser: Designed complete architecture including I/O methods, APIs and multiprocessing for highly complex software featuring pdfs, html, images, texts, tables, machine learning models, etc. with accuracies above 90% for each entity.

Jun 2016 – Feb 2017 · 8 mos

• • Skills Detection Module: Developed Custom Noun Chunk generator using dependency parse of a sentence to identify important topics and yield functional and soft skills present in that sentence.

May 2015 – Jul 2015 · 2 mos · Bengaluru

• Synthesised data using Twitter's rest API and Facebook's graph API and identified the influential users using centrality measures
• Classified user tweets and posts to determine their areas of interest using SVM based text classifier and identified users for viral marketing of products