Souvik Sinha Deb

Machine Learning Engineer @Meta

London, GB

Catalog Intelligence: Working in catalog understanding and intelligence team. Solving challenging problemsrelated to Cold Start in ranking, textual experiences of Shop Ads, and Brand Normalisation.∗ Catalog Cold Start: Working in a cross team endeavour to mitigate cold start for Shop Ads catalogs. Working on the ranking model around feature engineering to fix the cold start problem for newcatalogs.∗ Textual Experiences: Led projects to alleviate experience of textual content in Shop Ads. For onlinecatalogs, worked on cleaning and structuring product descriptions, extracting important textual highlights, and summarising and segmenting product description for low intent users.∗ Brand Normalisation: Worked to normalise brands across catalogs. This required identifying productsbelonging to same brand, as well as determining brand similarity. Built embedding based clustering model for determining similar cohorts of brands.

Indian Institute of Technology, Bombay

Master of Technology - MTech

Indian Institute of Engineering Science and Technology (IIEST), Shibpur

Bachelor of Engineering - BE