Vishal Burman

Experience

• 

  WisOpt

  Jan 2018 - Dec 2018

  Responsibilities:1. Developed and deployed at scale recommender-system based on user click behavior.2. Improved existing chat-bot performance by improving core architecture.3. Conduct research on optimization of ensemble models.4. Reduce latency of ensemble models by optimization using JIT compiler and Cython. Responsibilities:1. Developed and maintained smart auto-reply feature to remove manually-typed replies.2. Develop and maintain production level end-to-end chatbot pipeline using a combination of regex and NLP.3. Transformed the feedback reply architecture to cluster-based recognition model to classify intents.

  • Machine Learning Engineer

    Aug 2018 - Dec 2018

  • Back End Developer

    Jan 2018 - Aug 2018
• 

  Tata Consultancy Services

  Jun 2018 - Jul 2018

  Software Engineer Intern

  Responsibilities:1. Develop pipelines to automate testing using Selenium framework.2. Maintain a generalized script for testing across all browsers.3. Generate detailed final test reports on the results of automated tasks.

• 

  Insyncai

  Jan 2020 - now

  Responsibilities:1. Develop production level end-to-end pipeline to generate paraphrases using Transformer.2. Generate detailed qualitative comparison reports of generated paraphrases by different architectures.3. Conduct research and develop test scripts of SOTA techniques in data-augmentation for text-based classification systems.4. Developed scripts for text-generation for papers such as "Latent Bag of Words with Gumbel Top-k Reparameterization"[NeurIPS '19] and "Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation"[NAACL '18] Show less

  • Data Scientist

    Jul 2020 - now

  • Software Engineer Intern

    Jan 2020 - Jul 2020