Created a proxy based client server communication interface facilitating user access to databases inline with Azure policies

Enhanced client experience and reduced query retrieval time by 30% through parallelisation of query handling process

Improved the deployed Primevideo audio classification using a multimodal model achieving 60% accuracy over 120 classes in PrimeVideo

Developed a scalable Deep Learning model for Subtitle Translation Quality Check in 5 languages - English, French, German, Portuguese, Spanish

Increased the accuracy of automated Subtitle Translation Quality Check from 89% to 96% using the Sentence BERT model

Performed complete validation of previous & current Economic Risk Capital model in production in USA, Netherlands

Mitigated risk by analysing all model assumptions, limitations by testing materiality, performance & model implementation

Improved model performance by 10% by modifying the model algorithm and using appropriate proxies for missing input data