CV

Basics

Name Mamta
Label Postdoctoral Researcher
Email mamta20118@gmail.com, mamta.name@kcl.ac.uk
Url https://www.kcl.ac.uk/people/mamta
Summary NLP Researcher

Work

  • 2024 - Present
    Postdoctoral Researcher
    KCL
    Working on the robustness of fact verification system. Teaching Assistant for Machine Learning
    • Researcher in Natural Language Processing
  • 2019 - 2024
    Research Fellow
    Indian Institute of Technology Patna, India
    Worked on fine-grained and coarse-grained sentiment analysis from text and multimodal content. Teaching Assistant for NLP | Python | Innovation Lab
    • Researcher in Natural Language Processing

Education

  • 2019 - 2024

    Bihar, India

    PhD
    Indian Institute of Technology Patna
    Natural Language Processing
  • 2016 - 2018

    Bihar, India

    Masters
    National Institute of Technology Patna
    Computer Science and Engineering
  • 2012 - 2016

    Punjab, India

    B.Tech.
    Guru Nanak Dev Univ. RC Jalandhar
    Computer Science and Engineering

Interests

Trustworthy and Robust AI
(1) Robustness of NLP Systems
(2) Fairness
(3) Model Interpretability
(4) Socially Responsible Systems
Multilinguality
(1) Opinion Mining in low resource monolingual and code-mixed language
(2) Multimodal Multilingual AI Systems
(3) Multilingual Reasoning in Indian Languages

Awards

Projects

  • 2019 - 2021
    Sentiment, Emotion, Sarcasm & Hate speech Classifier
    This project is done in collaboration with CENTRE FOR DEVELOPMENT OF TELEMATICS (CDOT) Delhi. We developed a multilingual surveillance system capable of analyzing sentiment, emotion for English and Hindi languages, Sarcasm and Hate speech detection for English.
    • Natural Language Processing
  • 2017 - 2018
    Information Diffusion in Online Social Networks
    This project is implemented with deep learning approach in python language as a part of M.Tech thesis which predicts how far a piece of information will travel in the online social network.
    • Natural Language Processing

Certificates

Skills

Machine/Deep Learning
Regression
Classification
Natural Language Processing
Lib/Frameworks
Scikit-learn
Keras
TensorFlow
PyTorch
Hugging Face

Volunteer

  • 2022 - 2022
    Volunteer
    GIAN Course
    GIAN course on Deep Learning Techniques for Conversational AI, IIT Patna, 2022
  • 2019 - 2019
    Volunteer
    GIAN Course
    GIAN Course on Unsupervised Data Mining: From Batch to Stream Mining Algorithms, IIT Patna, 2019

References

Dr. Asif Ekbal
Associate Professor, IIT Patna. Ph.D. Supervisor, Email: asif@iitp.ac.in
Dr. Oana Cocarascu
Senior Lecturer in Artificial Intelligence, KCL. Email: oana.cocarascu@kcl.ac.uk