Pinned Repositories
BART-Text-Summarization
Abstractive text summarisation using BART model on articles data.
BERT-Text-Classification-MultiClass
Multi-class text classification model using the pre-trained BERT model.
CNN-MultiClass-Classification-PyTorch
PyTorch implementation of CNN model for multi-class classification.
Customer-Propensity-RFM-Purchase-Modelling
Propensity Modelling and RFM Analysis to predict users' likelihood of making a purchase.
E2E-Healthcare-Analytics-Snowflake-SageMaker
We use Snowflake and AWS Sagemaker for healthcare analytics for data spread across various regions and hospitals.
Graph-Recommender-FAISS-ECommerce
Graph based recommender system using FAISS for e-commerce depending on purchase and search history.
idkDSA-Knowledge-Graph
Resources for DSA interview preparation using Leetcode questions solved in Python, C++, Java and TypeScript.
RealEstate-Predictive-Analysis-Pune
Real-estate price predictive analysis using Regression, RF , XGBoost and MLP models coded in scikit-learn and TensorFlow.
TimeSeries-ARCH-GARCH-AWS-Deployment
ARCH and GARCH models along with MLOps pipeline using AWS platform to deploy model in a production environment.
TimeSeries-Greykite-NeuralProphet-Walmart-Flask
Time series model using Greykite and Neural Prophet on Walmart retail data along with Flask deployment.
AjNavneet's Repositories
AjNavneet/Collaborative-Recommendation-Model-Memory-Based-Retail
Model-Based and Memory-Based collaborative filtering recommendation system on retail data.
AjNavneet/Graph-Recommender-FAISS-ECommerce
Graph based recommender system using FAISS for e-commerce depending on purchase and search history.
AjNavneet/Hybrid-Recommender-LightFM-Retail
Hybrid recommendation system using LightFM library and different loss functions on retail data.
AjNavneet/Look-a-like-Model-LSH-UserSimilarity
Lookalike model using the Locality Sensitive Hashing algorithm to find similar users and increase the click rate compared to the default rate.
AjNavneet/Image-Colorization-Transfer-Learning-VGG16
Transfer learning with VGG16 model for converts grayscale images to colored images.
AjNavneet/Polyp-Segmentation-UNet-Colonoscopy-Images
Polyp recognition and segmentation for colonoscopy images using UNet++ model.
AjNavneet/Apparel-Image-Classifier-InceptionV3-ResNet
CNN Image classifier using InceptionV3 and ResNet for a t-shirt images.
AjNavneet/Text-Detection-CRNN-TRSynth100K
CRNN model for detecting and predicting the single-line text in a given image of TRSynth100k dataset.
AjNavneet/Autoencoder-Generative-Models-PyTorch
Auto-encoders based Generative Models to generate new images of MNIST digits.
AjNavneet/Siamese-NeuralNetwork-Image-Similarity
Siamese Neural Network for Image Similarity application.
AjNavneet/CNN-MultiClass-Classification-PyTorch
PyTorch implementation of CNN model for multi-class classification.
AjNavneet/RealTime-CNN-MultiClass-Image-Classification-TensorFlow-Flask
Tensorflow based CNN model for multi-class image classification and deployment of the model using Flask for realtime predictions.
AjNavneet/Churn-Prediction-Logistic-Regression-NumPy
Logistic regression using NumPy on churn data.
AjNavneet/Loan-Approval-Predictive-Analytics
Loan approval predictive model using classical classifiers.
AjNavneet/BigMart-Sales-Predictive-Analytics
Sales forecasting models for BigMart.
AjNavneet/Genetic-Mutation-Classification
Multi-class classifier for DNA genetic mutations.
AjNavneet/Rossmann-Sales-Forecast-GCP-Deployment
Rossmann store sales forecasting taking into account various influencing factors along with GCP Cloud Deployment.
AjNavneet/Business-License-Classifier-h2O-Flask-Gunicorn
DNN based business license classifier using h2O base model and Flask deployment.
AjNavneet/Feast-Feature-Store-Customer-Churn-Scaling
Feast Feature Store for scaling customer churn model.
AjNavneet/Loan-Eligibility-Prediction-Pipeline-Airflow-Docker
End-to-end ML pipeline model and drift monitoring for Loan Eligibility classification.
AjNavneet/Brand-KPI-Video-Analysis-OpenCV-TensorFlow
Brand Exposure Analysis using video processing in OpenCV and Tensorflow.
AjNavneet/Sequential-CNN-MultiClass-Classification-TensorFlow
Sequential CNN model using tensorflow for multi-class classification on images.
AjNavneet/GAN-MNIST-Image-Generation-Pytorch
PyTorch based GAN model on the MNIST dataset for generating new images of digits.
AjNavneet/Robust-Fruit-Detection-YOLOv4
Robust fruit detection system using YOLOv4.
AjNavneet/Apple-Quality-Segmentation-TensorFlow-SageMaker-UNet
Image segmentation model for checking apple quality using UNet model architecture on TensorFlow along with AWS SageMaker deployment.
AjNavneet/Cycle-GAN-PyTorch-Animal-Translation
CycleGAN Model in PyTorch for translating animal image to other domain irrespective of the pairing between two images.
AjNavneet/Moving-Autoregressive-TimeSeries-Forecasting-SensorData
Moving average (MA) and autoregressive (AR) time series models for forecasting sensor data.
AjNavneet/TimeSeries-ARIMA-MLOps-GCP-Flask
ARIMA time series model with end-to-end mlops using Google Cloud Platform (GCP).
AjNavneet/Multiple-Linear-Regression-TimeSeries-Analysis-Call-Centre
Time series model using multiple linear regression on call-centre data.
AjNavneet/Gaussian-TimeSeries-MLOps-AWS-Deployment
Gaussian Time Series model and MLOps pipeline using the AWS to deploy the model in a production environment.