Aniket Kumar Email & Phone Number

Meerut, Up, In

Mumbai, Maharashtra, India

Banglore

• Developed a query relevance model using Cross-lingual Language Bert Model Architecture.Employed SCOPE to prepare data for training the models.• Built a query relevance model using the XLM-R architecture, which predicts the relevance of an advertisementconcerning the user query.• Utilised 80% of the training data to build several relevance and coherence models using the Bert architecture• Applied features from these models on 20% of training data to train the XGBoost ensemble model to predict therelevancy of an advertisement.• Determined best features from the trained models and then further improved the scores by using 100% trainingdata for training the selected models.• Scaled the model to work on global markets consisting of about 40 regions worldwide.• Achieved remarkable gains up to 1.01% in roc-auc score in Global markets with ensemble modeling.• This work will further improve the current relevance model in Bing-ads, which will then be used in production.

Bachelor Of Science - Bs, Mathematics And Scientific Computing

High School Diploma, 12Th