Pinned Repositories
backend-library-management-sys
Backend for simple Library Management System using FastAPI. Deployed on GCP Cloud Run as Docker Image.
cloud-engineering-project
Scalable Rest API using FastAPI to do CRUD operations using AWS S3. Deployed using AWS API Gateway and AWS Lambda.
CV-JD-Matching
Extracting details from Resume(CVs) and matching with Job Description(JDs) using pretrained model like DistilBERT and ranking them using cosine similarity.
Fake-News-Classification-using-RNN-and-LSTM
Implementing various NLP techniques like RNN, LSTM, and GRU for Fake News Classification
Machine-Learning-with-Pytorch-Scikit-Learn
My Notes from Machine Learning with PyTorch and Scikit-Learn by Sebastian Raschka
Medical-Embeddings-and-Clinical-Trial-Search-Engine
The Project aims to train SkipGram and FastText Models on COVID-19 Clinical Trials Dataset and builds a Search Engine where user can type any COVID-19 related keyword and it presents all the top n similar results from the dataset
mL
Notes from Machine Learning using Python by Manaranjan Pradhan, U Dinesh Kumar
NLP-with-Tensorflow
My Notes from the book Natural Language Processing with TensorFlow, 2nd-ed. by Thushan Ganegedara
python-cookiecutter-template
Python Cookiecutter Project Template Generation using GitHub CLI and GitHub Actions CI/CD.
Topic-Modelling-Using-RACE-Dataset
A Project on Topic Modeling using alogoriths like LSA/LSI, LDA, NMF on RACE dataset
avr2002's Repositories
avr2002/CV-JD-Matching
Extracting details from Resume(CVs) and matching with Job Description(JDs) using pretrained model like DistilBERT and ranking them using cosine similarity.
avr2002/Fake-News-Classification-using-RNN-and-LSTM
Implementing various NLP techniques like RNN, LSTM, and GRU for Fake News Classification
avr2002/Machine-Learning-with-Pytorch-Scikit-Learn
My Notes from Machine Learning with PyTorch and Scikit-Learn by Sebastian Raschka
avr2002/python-cookiecutter-template
Python Cookiecutter Project Template Generation using GitHub CLI and GitHub Actions CI/CD.
avr2002/Medical-Embeddings-and-Clinical-Trial-Search-Engine
The Project aims to train SkipGram and FastText Models on COVID-19 Clinical Trials Dataset and builds a Search Engine where user can type any COVID-19 related keyword and it presents all the top n similar results from the dataset
avr2002/backend-library-management-sys
Backend for simple Library Management System using FastAPI. Deployed on GCP Cloud Run as Docker Image.
avr2002/NLP-with-Tensorflow
My Notes from the book Natural Language Processing with TensorFlow, 2nd-ed. by Thushan Ganegedara
avr2002/portfolio-avr
I'm an aspiring Machine Learning Engineer. This is my Portfolio.
avr2002/Topic-Modelling-Using-RACE-Dataset
A Project on Topic Modeling using alogoriths like LSA/LSI, LDA, NMF on RACE dataset
avr2002/avr2002
avr2002/cloud-engineering-project
Scalable Rest API using FastAPI to do CRUD operations using AWS S3. Deployed using AWS API Gateway and AWS Lambda.
avr2002/credit-card-default-prediction
This a classic Credit Card Default Prediction project where based on customer profile we want to predict whether the borrower is likely to default in the next 2 years or not having a delinquency of more than 3 months.
avr2002/Image-Classification-CNN-Model-for-Real-Time-Prediction
Multi-Class Image Classification Project to classify images into driving license, social security, and others category.
avr2002/Image-Coloring-using-Autoencoders
Coloring black and white images using autoecoders and transfer learning
avr2002/aws-cdk-tutorial
AWS CDK Crash Course by Be a Better Dev [in Python]
avr2002/Business-License-Status-Prediction
The project aims to predict if a customer's license should be issued, renewed, or cancelled depending on various parameters in business license dataset
avr2002/calcify
A simple calculator to demo Python Packaging
avr2002/Deep-Learning-with-TensorFlow-and-Keras
My Notes from the book Deep Learning with TensorFlow and Keras, 3rd Edition
avr2002/hyperparameter-optimization
[branch: avr/my-course-notes]My notes for the course Hyperparameter Optimization for Machine Learning
avr2002/lance
Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..
avr2002/learning-rust
Learning Rust.
avr2002/LLM101n
LLM101n: Let's build a Storyteller
avr2002/ml.in.production
Machine Learning School. Learning Machine Learning in Production.
avr2002/my-awesome-repo
This is a generated repository using the `python-cookiecutter-template`.
avr2002/python-packaging
Learning how to properly package Python code.
avr2002/python-prod-course
Taking Python to Production Course by Eric Riddoch
avr2002/Resume-Parser-using-NER
avr2002/serverless-image-editor
Serverless Image Editor using AWS
avr2002/sql-project-consumer-goods-domain
SQL Project: Provide Insights to Management in Consumer Goods Domain
avr2002/using-github-actions
Learning to use GitHub Actions, along with various code quality tools like black, ruff, flake8, mypy, pylint, pre-commit