Experience

Couture.ai

• India
• Software Development
• 1 - 100 Employee

• Data Science Intern

  • May 2022 - Jul 2022

  Successfully created an algorithm which provides significantly better(>20%) similar recommendations than AJIO recommendation system. Worked in Recommendation Systems where did data analysis, cleaning and feature selection on the AJIO database. Implemented new ML models to provide better similar recommendations by using the filtered data. Used the sentence transformers model on sentences made from the essential features and generated vectors on which Doc2KeyedVector has been used… Show more Successfully created an algorithm which provides significantly better(>20%) similar recommendations than AJIO recommendation system. Worked in Recommendation Systems where did data analysis, cleaning and feature selection on the AJIO database. Implemented new ML models to provide better similar recommendations by using the filtered data. Used the sentence transformers model on sentences made from the essential features and generated vectors on which Doc2KeyedVector has been used to find the cosine similarity between products Show less Successfully created an algorithm which provides significantly better(>20%) similar recommendations than AJIO recommendation system. Worked in Recommendation Systems where did data analysis, cleaning and feature selection on the AJIO database. Implemented new ML models to provide better similar recommendations by using the filtered data. Used the sentence transformers model on sentences made from the essential features and generated vectors on which Doc2KeyedVector has been used… Show more Successfully created an algorithm which provides significantly better(>20%) similar recommendations than AJIO recommendation system. Worked in Recommendation Systems where did data analysis, cleaning and feature selection on the AJIO database. Implemented new ML models to provide better similar recommendations by using the filtered data. Used the sentence transformers model on sentences made from the essential features and generated vectors on which Doc2KeyedVector has been used to find the cosine similarity between products Show less