Parth Chokhra

Experience

• 

  Stackfusion Private Limited

  Dec 2019 - Jan 2020

  Data Science Intern

  Worked on Deep learning to do OCR on Number Plate Detection and Character Recognition using Attention Mechanism.

• 

  Questgen.ai

  Apr 2020 - Aug 2020

  Data Science Intern(Open-Source)

  Worked on the transformer models mainly on BERT and GPT-2.* Build a question generation model using GPT-2 which can produce any number of the BOOLEAN question given a context or paragraph.* After GPT-2 now I tried working out current SOTA T5 transformers for all types of question generation. I am able to generate successfully generate general questions from the text.* Now aiming at generating multiple-choice options for a given text using transformers.

• 

  Atalki

  Jul 2020 - Aug 2020

  NLP Internship (Work From Home)

  Creating a Question and Answer Generation model and deploying it to the production server. The model was created with the current State of the art models and later fined tuned for the specific use case.

• 

  Trell

  Sept 2020 - Apr 2022

  * Developed real-time content-based recommendation for Trell App users end-to-end involving vector creation, storage, retrieval using milvus, and serving using Go API. * Working on text generation for improving user retention on the platform.* Used AWS cloud for deploying text generation models and Bigquery as the Database to store the output.

  • Data Science Engineer - 1

    Jul 2021 - Apr 2022

  • Data Science Intern

    Sept 2020 - Jun 2021
• 

  Blue Altair

  Apr 2022 - now

  Working for a pharmaceutical company's data science projects. Currently Working on Table Extraction from Balance Sheet Documents Invoices and Forms using advanced Image Processing and Deep Learning Techniques.

  • Consultant

    Apr 2023 - now

  • Analyst

    Apr 2022 - Apr 2023