Projects in Awesome Lists by cr21
A curated list of projects in awesome lists by cr21 .
https://github.com/cr21/ad-click-prediction-for-search
High-Level Design Discussion On Ad Click Prediction for Search
ad-click-prediction classification ctr-prediction sponsored-ad
Last synced: 04 Apr 2025
https://github.com/cr21/shopee-product-matching
Applying Machine Learning skills to build a model that predicts which items are the same products.
cnn deep-learning metric-learning pytorch recommendation-system similarity-search
Last synced: 04 Apr 2025
https://github.com/cr21/siamese-network
Simese Network for similarity and ranking
Last synced: 04 Apr 2025
https://github.com/cr21/fsnd-deploy-flask-app-to-kubernetes-using-eks-master
FSND FLASK CD pipeline
Last synced: 04 Apr 2025
https://github.com/cr21/bikesharingprediction-aws-ml
Predicting Bike Sharing Demand using AWS ML services
Last synced: 04 Apr 2025
https://github.com/cr21/sensor-fault-prediction
This is a Binary Classification problem, in which the affirmative class indicates that the failure was caused by a certain component of the APS(Air Pressure System is critical component of heavy duty vehicle.), while the negative class indicates that the failure was caused by something else.
classification confluent-kafka kafka kafka-streams machine-learning sensor
Last synced: 04 Apr 2025
https://github.com/cr21/recommender-system-using-sgd
Use SGD algorithm to predict the rating given User Id, and Movie Id.
Last synced: 04 Apr 2025
https://github.com/cr21/reverse-search-engine-data-collection
Data Collection repository for Reverse Search Engine
aws-s3 cicd ecr embeddings-similarity fastapi image-search-engine mongodb pytorch tensorflow
Last synced: 04 Apr 2025
https://github.com/cr21/document-classification
Document Classification Using Tensorflow
Last synced: 04 Apr 2025
https://github.com/cr21/pytorchgist
simple Pytorch script for quick prototyping simple CNN architecture
Last synced: 04 Apr 2025
https://github.com/cr21/performance-metrics-regression-classification
Performance metrics without Sklearn for classification and regression Task. Implemented Custom metric for handling false negative rate .
Last synced: 04 Apr 2025
https://github.com/cr21/neuralnetwork
My Computer Vision ( Deep Learning) Journey.
Last synced: 04 Apr 2025
https://github.com/cr21/machinelearningsystemdesign
High Level System Design Overview
Last synced: 04 Apr 2025
https://github.com/cr21/imagesegmentationonindiantrafficdata
ImageSegmentation research paper implementation
Last synced: 04 Apr 2025
https://github.com/cr21/ewallet
EWallet Web Services. Developed multiple web services like user service, wallet service, notification service, email service using Spring Boot, Apache Kafka, Redis.
Last synced: 04 Apr 2025
https://github.com/cr21/dvc_nlp_stackoverflow_tag_predictor
AIOps Workflow implementation for Stack Overflow tag prediction task
aiops dvc-for-data-science dvc-for-experiment-management dvc-pipeline mlflow mlops mlops-workflow nlp text-classification
Last synced: 04 Apr 2025
https://github.com/cr21/finanace-complaint
US Consumer complaint Classification : Entire Project in PySpark, deployed CICD pipeline
Last synced: 04 Apr 2025
https://github.com/cr21/coffee_shop_full_stack
full stack drink menu application
Last synced: 04 Apr 2025
https://github.com/cr21/clustering-on-movies-and-actors
Given data of Actor and movies in which actor acted, We wanted to group similar movies together and group similar Actors together
Last synced: 04 Apr 2025
https://github.com/cr21/behavior-of-linear-model-machine-learning-study
experimenting on linear model to study behavior on different data set
Last synced: 04 Apr 2025
https://github.com/cr21/deployment-w-torchserve
Deploy Pytorch Model on Torch Serve
Last synced: 04 Apr 2025
https://github.com/cr21/litserve-deployment
Deployment Benchmarking Image classification model using LitServe
Last synced: 04 Apr 2025
https://github.com/cr21/dvc-pytorch-lightning-mlops
Data Version Control (DVC) , Hydra, Pytorch Lightning Integration MLOPS
cicd data-version-control dvc hydra mlops-workflow pytorch-lightning
Last synced: 04 Apr 2025
https://github.com/cr21/pytorch-training-script-basic
Basic version of Pytorch training
Last synced: 04 Apr 2025
https://github.com/cr21/trivia-api
API Development for Trivia Question Answering Game
Last synced: 04 Apr 2025
https://github.com/cr21/docker-inference-pytorch
Docker Image Build optimization
docker mlops mlops-workflow pytorch
Last synced: 04 Apr 2025
https://github.com/cr21/image-search-engine-training
Image Search Engine Training
Last synced: 04 Apr 2025
https://github.com/cr21/unsupervised-machine-learning-clustering
Different clustering method implementation.
Last synced: 04 Apr 2025
https://github.com/cr21/recommendation-system-using-apache-spark
Recommendation System using web log analysis using Apache Spark
Last synced: 04 Apr 2025
https://github.com/cr21/semantic-search-on-question-answers
High Level Design Of Semantic Search On Stack Overflow question answers dataset.
Last synced: 04 Apr 2025
https://github.com/cr21/python_project_template
Template with project structured used in industry
aiops github-config mlops setuptools workflow
Last synced: 04 Apr 2025
https://github.com/cr21/k8s-fastapi-minikube-resnet50-deployment
Deploy Resnet 50 model trained from scratch on Imagenet 1K using minikube
Last synced: 04 Apr 2025
https://github.com/cr21/deepseek-v3-smollm2-architecture
Add DeepSeek3-V3 Components in SmolLm2 Architecture
Last synced: 15 Mar 2025
https://github.com/cr21/smollm2-135m
Custom Implementation of SmolLm2-135M param model, Text generation
gpt-2 huggingface llama3 llm transformer
Last synced: 26 Mar 2025
https://github.com/cr21/resnet50-imagenet1k
Training Resnet50 Model from scratch using Resnet 50 Model on Imagenet 1000 classes
Last synced: 04 Apr 2025
https://github.com/cr21/k8s-fastapi-minikube-deployment
FastApi Pytorch Model Deployment using minikube kubernetes service
deployme fastapi k8s kubernetes-cluster mlops onxx-cpu pytorch
Last synced: 04 Apr 2025
https://github.com/cr21/k8s-kubernetes-in-cloud-aws-eks
Kubernetes in Cloud - AWS
Last synced: 04 Apr 2025
https://github.com/cr21/online_learning_course_certificates
Course certificate earned from Coursera and EDX
Last synced: 04 Apr 2025
https://github.com/cr21/gujarati-bpe-tokenzier
Indi language BPE tokenization
Last synced: 04 Apr 2025
https://github.com/cr21/docker-training-pytorch
Docker-Compose Pytorch Training
docker docker-compose mlops mlops-workflow pytorch
Last synced: 04 Apr 2025
https://github.com/cr21/mlops_experimenttracking_hyperparameteroptimizations
Experiment tracking with mlflow, Hyper parameter optimizations with optuna, Hydra, Pytorch, CICD, Docker
Last synced: 04 Apr 2025