Hi! I'm Jayanta

About Me

Data Scientist with 1.5+ years of experience having solid knowledge of Data Science concepts, Machine Learning, Deep Learning, Generative AI, NLP and Problem Solving. Currently working at Chubb.

I also like to write blogs and articles about the technical as well as non-technical aspects of Data Science. Watch out this space for further updates!

Timeline

Skills

Python, Statistics, Machine Learning, Deep Learning, Generative AI, LLMs, Tensorflow, Keras, PyTorch, Transformers, Natural Language Processing(NLP), Advanced Excel,SQL.

Education

M.Sc. in Computer Science with specialization in Data Analytics

2020 - 2022

Indian Institute of Information Technology and Management-Kerala, Trivandrum, India

B.Sc. in Applied Mathematics

2017 - 2020

GITAM University, Visakhapatnam,India

Majored in Statistics,Mathematics & Computer Science

Professional Experience

Associate - Global Analytics

Jul'22 - Present

Chubb, Bengaluru

  • Conceptualized various Transformer frameworks like BERT,RoBERTa, Longformers to build a multiclass classification model to do NAICS code prediction.
  • Built a Knowledge Distillation framework using Teacher Student architecture than can be used to build light-weight models using Transfer Learning.
  • Leveraging Tradiional ML algorithms like Random Forest as well as Gen AI to build a Claims model for several business use-cases such as Claims Severity,Litigation among others.

    • Data Science Intern

    Feb'22 - May'22

    TATA Elxsi, Bengaluru

  • Worked with the NGBU Unit to build a Recommendation Engine for content aggregation. Development with tech stacks such as Python, ELK Stack & Ubuntu.

    • AI/ML Intern

    Aug'21 - Dec'21

    Reflections Info Systems, Trivandrum

  • Developed a project on building a tool that would detect fraud/fake signatures in Cheque-books using Structural Similarity(SSIM) technique.

    • Projects

    Covid-19 Vaccine Analysis

    AgroHarvest

    Loan Repayment Prediction using Keras

    Stock Market Forecasting

    NLP ChatBot

    Movie Recommender

    Contact

    Email

    paljayant1998@gmail.com

    Phone

    +91 9556925167