Siddharth Patra's repositories
Research-Internships-for-Undergraduates
List of Research Internships for Undergraduate Students
NLP_deeplearning
Implemented some of the models and techniques learned in NLP to help build systems that help in daily life.
7th-Semester-Project
This is the minor-project that is to be submitted to my University, during the 7th semester. We build a BiLSTM model and train the model on textual data - Twitter data.
django-whatsapp-web-clone
A WhatsApp Web Clone Chat Application for those developers that like to use Django Channel for handling WebSocket request
google-form-clone
Clone of Google forms built using Django and Javascript
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
new-forecasting-models
Implemented/Replicated novel RNN family and attention mechanism for time forecasting for multivariate time series
spatio-temporal_handwriting_imitation
Imitating someone's handwriting by converting it to the temporal domain and back again
Chat-bots-example
Created a chatbot for a restaurant, interacting with customers helping book a table, iterate the menu and many more tasks.
CodeSearch
Developing a transformer for article search query tool
Emotion-classification
Developing a Deep Learning model which classifies emotion (calm, happy, sad, angry, fearful, surprise, and disgust). Then we develop a website which uses this model for classification for users.
encoder-decoder-models
Learning applications of encoder decoder models for language translation, generation, summarization, etc.
image-classification-breast-cancer
A project where we develop a Deep Learning model trained on breast cancer images. Then we create a website through Django which hosts this model for users to use for classification.
Siamese-model-for-IR
Implement Siamese architecture for Information retrieval.
Smart-Tranfer-Learning-for-TSC
Transfer Learning Project Work
subCAPTCHA-prototype
Created a vide based CAPTCHA where users have to transcribe a video clip from movies
text-summarization-transformer
Creating end-to-end pipeline for transformer model on text summarization.
Word-Prediction
This repo is being created to store the code and implementation part of the N- Gram model using both Statistical and Neural Net approach
Article-memgpt
Created a chat application for finding and getting inspiration from past research articles using gpt-4 and memgpt.
awesome-courses
:books: List of awesome university courses for learning Computer Science!
CICD-pipeline-aws
Implementing CICD pipelining through github actions and AWS
content-moderator-api
Created a content moderator system api service using ml and drf
course-master-big-data-with-pyspark-and-aws
Master Big Data With PySpark and AWS
ML_practice
Practice done for better implementation and understanding of models.
multimodal-pinecone-examples
Jupyter Notebooks to help you get hands-on with Pinecone vector databases wit different multimodal models
PhyloVista
Final project for 466
TextClassification-Keras
Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.