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Loveperteek Singh has a diverse range of experience in machine learning engineering. They started their career as a Summer Intern at HelpAge India in 2015. In 2016, they participated in a Policy Bootcamp as a Delegate at Vision India Foundation. From 2018 to 2020, they worked at Myntra, first as a Machine Learning Engineer and then as a Senior Machine Learning Engineer. During their time at Myntra, they led a research project called Unified Product Embeddings and also worked on search ranking. In 2018, Loveperteek had an Applied Scientist Internship at Amazon. Most recently, they joined Swiggy in 2021 as a Senior Machine Learning Engineer, where they worked on search ranking using a TF-ranking based model. Currently, Loveperteek is the Lead Machine Learning Engineer at apna.

Loveperteek Singh completed a Bachelor's degree in Computer Science and a Master's degree in Economics from Birla Institute of Technology and Science, Pilani between 2013 and 2018. In 2019, they obtained a Nanodegree in Deep Learning from Udacity. Prior to that, from 1998 to 2013, Singh attended Akal Academy, Reeth Kheri and completed AISSCE (XII). In 2022, Singh pursued a program in Mastering Personalization & Recommendation Technology from Sphere.