Rohit Mishra

About Rohit Mishra

I had worked as an AI Scientist at Uniphore where i gathered experiences on following : 1) Prompt Engineering in LLM (eg: LLAMA-2, Flan-t5)2) In-context learning with LLM on conversational datasets.3) Few shot classification and its improvement on conversational dataset (eg: Promise classification). 4) Sentiment Analysis and NER with SpaCy 3.0Before joining the corporate I completed my PhD ( Information Technology department) from Indian Institute of Information Technology, Allahabad.My research area and interest lies in:1) Dialogue state tracking in MultiDomain for Hindi language. 2) Use of Fuzzy set in \'Natural Language Understanding\' of dialogue systems.3) Development of robust conversational agent for specific domain.4) Analyzing the word vector and searching for a better intermediate representation in language understanding phase of Dialogue System.4) Deep Learning Model in Natural language Understanding (like Transformers Model,LLMs, RNN,LSTM,CNN)5) Generative AI6) Development of Ontologies and their applications7) Information Retrieval

Experience

1. Scientist

   Space Applications Centre, Isro

   Nov 2024 — Present · Ahmedabad, IN

Education

• Indian Institute Of Information Technology Allahabad

  Master of Technology - MTech, Information Technology

• Indian Institute Of Information Technology Allahabad

  Doctor of Philosophy - PhD, Information Technology

• Guru Ghasidas University

  Bachelor of Technology - BTech, Computer Science and Engineering

  2010 — 2014