Pixels & Pages
A Content based recommender system that recommends books based on the type of movies watched and recommends movies based on the type of books read.
Past Experience
Kognoz Research and Consulting Pvt. Ltd.
Data Science Intern
Data Science Intern
- Content Summarization for Learning Management System
- Extractive Question Answering for Learning Management System
- Employee Competency map through comments sentiment analysis
- Employee Archetype Creation based on Unsupervised Methods
Skills
Data Analytics
Generate Data Insights using Modern Data Analysis tools like Plotly and Matplotlib
Machine Learning
Skilled with various ML Algorithms ranging from Generalized Linear Models to Tree Based and Gradient Boosting Models.
Natural Language Processing
Comfortable in using everything from Naive Baives to modern Transformer based architectures.
Model Deployment
Experienced in deploying Machine Learning models into production.
Projects
Everything GANs
Implemented several GAN architectures for several Image-to-Image translation task like Image De-raining, Image Animification and Image Superresolution using Tensorflow
Kaggle Kernels
RANZCR-CLiP : One Stop For All EDA Needs
An indepth Exploratory Data Analysis of the Computer Vision Kaggle Competition to detect malpositioned lines and tubes in patients.
Journey Into the Data Science Industry
This notebook aims to provide a unique perspective of a student looking to break into the Data Science industry using the Kaggle ML & DS Survey 2020 data.
Zero Shot Classification with HuggingFace Pipeline
This notebook shows how to leverage the power of Zero Shot Learning using HuggingFace library for Natural Language Processing
Avatar : The Last Airbender Analysis
Analysis of the popular show Avatar : The Last Airbender that not only analyzes the show on the episode level but also uses Natural Language Processing for analyzing the Dialogues of each character.
