siddp278 Goto Github PK

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.

ads-classification-thorugh-transcripts

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!

bangla-word-prediction-system

Goal of this work is to take Bengali one or more words as input in a system and predict the next most likely word and also suggest the full possible sentence as output. Recurrent Neural Network (RNN) was used with Gated Recurrent Unit (GRU) to train and create the model. About 200,000 plus word data has been used as dataset. The dataset has been collected from several authentic sources. We also published a paper based on our unique work.

chat-bots-example

Created a chatbot for a restaurant, interacting with customers helping book a table, iterate the menu and many more tasks.

cicd-pipeline-aws

Implementing CICD pipelining through github actions and AWS

codesearch

Developing a transformer for article search query tool

content-moderator-api

Created a content moderator system api service using ml and drf

content_moderation_api

API for moderating online chat content

course-master-big-data-with-pyspark-and-aws

Master Big Data With PySpark and AWS

deeplearning.ai-natural-language-processing-specialization

This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai

django-whatsapp-web-clone

A WhatsApp Web Clone Chat Application for those developers that like to use Django Channel for handling WebSocket request

edge_networks_internship

Internship I had at Edge Networks in summer 2020.

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.

evantage

A website where Attrition Rate can be found among employees and discontentment among employees in the various areas of organization so that they can ameliorate themselves in those areas for better hold on their employees.

google-form-clone

Clone of Google forms built using Django and Javascript

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.

justchat

A chat application built with Django channels.

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

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

needleman-wunsch

Interactive Visualization of Needleman-Wunsch Algorithm in Javascript

neural-enhance

Super Resolution for images using deep learning.

new-forecasting-models

Implemented/Replicated novel RNN family and attention mechanism for time forecasting for multivariate time series

nlp-for-hinglish

To create a language model for hinglish

nlp_deeplearning

Implemented some of the models and techniques learned in NLP to help build systems that help in daily life.

phylovista

Final project for 466

python-sentiment-analysis

Sentiment Analysis & Scraping technique