Vivek Singh

Experience

• 

  Responsenet

  Feb 2020 - Mar 2020

  Data Science trainer

  Taught a class of 50 people basics of Machine Learning and Data Science

• 

  Myraa Technologies

  Dec 2020 - Feb 2021

  Artificial Neural Network Engineer ( Intern )
• 

  Contentstack

  Jun 2021 - now

  - LLM Integration in Contentstack- Setting up end-to-end pipelines for performing RAG - Core developer in integrating the Brand Kit service in CMS space- Implementing advanced RAG methodologies like Query Expansion, ReRanking etc • Predictive Targeting using Bayesian and Frequentist approaches. • Created a model from ground-up that flags explicit images that are uploaded in Contentstack. • Identify human faces in an image using YOLOv6 by annotating and training the model myself. • Smart cropping of an image • Integration of a grammar correction model using sequence to sequence learning.

  • ML Engineer 2

    Mar 2023 - now

  • Associate Data Scientist

    Mar 2022 - Mar 2023

  • Associate Application Engineer

    Jun 2021 - Feb 2022
• 

  Medium

  Feb 2022 - Mar 2023

  Technical Author

  1. Wrote a blog for identifying toxic comments2. Written about end-to-end deployment of a Machine Learning model using AWS ECR and EKS3. Process huge data with a limited resource ( part 1 )4. Embedding Compression with standard methods5. RAGA evaluation and its application