Hi , I am Ritika Kumar

About me

• I am a Master's student studying Data Science at Northeastern University, Boston
• I did my undergraduate degree in Electrical and Electronics engineering
• I have 1 year of work experience in Data Analytics
• I am a AI/ ML enthusiast currently exploring large language models
• I am an active member of the women of color in STEM community and am involved in leadership positions of various student organizations

Skills

Languages:

         

Libraries:

             

Databases

   

Version Control

           

Projects I have worked on!

Exploring Cross-lingual Capabilities of Pre-trained language models for Translation Tasks

• Technologies used: Transformers, Huggingface, Pytorch, NLP, LLM, LLama-2, Helsinki/opusmt models, mBART50, scikitlearn, Google Colab, Kaggle
• Link: CrossLingual-Translation-Models

AI vs Human generated Text Detection using LLM word embeddings

• Technologies used: Python, Pandas, NLP, GPT-2, Instructor-XL, Bert-based-uncased, Supervised machine learning, AdaBoost, XGBoost, Light GBM
• Link: Who wrote this

E.Coli Detection using DNA Sequencing

• Technologies used: Python, Pandas, MLP Classifier, Scikit-Learn, Supervised machine learning, AWS EC2, Django
• Link: E.Coli Detection using DNA Sequencing

Multi Class Classification using MNIST Fashion Dataset

• Technologies used: Python, Pandas, Scikit-Learn, Supervised machine learning, Streamlit
• Link: Multi Class Classification using MNIST Fashion Dataset

 Let's connect!