LokeshSreenathJ

Bankruptcy-Prediction---Analytics

Built XGBoost Classifier using SMOTE technique and Hyper-Parameter Tuning

Big-Graphs-and-Networks

Building Graph theory algorithms from Scratch

Hierarchical-Recommendation-System

Build a Implicit Hierarchical Recommendation System for electronics company using their 12-months rolling margin, volume & profits.

House-Price-Prediction

Built a Gradient Boosting model by employing Lasso Regularization and Hyper-parameter tuning

Kidney-Disease-Classification-MLFlow-DVC

Implementing Kidney-Disease-Classification using MLFlow & DVC

L-Layer-Deep-NeuralNetwork

Built a Regularized L-layer Deep Neural Network from Scratch

Machine_Learning-I

Building Supervised/Unsupervised Machine Learning models using Pytorch

Machine_Learning-II

Building machine Learning models using Pytorch

Spotify-Data-Pipeline-using-Snowflake-AWS-Spark-

Built a Spotify Data Warehouse by automating the data injection of Global 50 songs on weekly basis integrating AWS Lambda and AWS EMR

Text-Classification-using-Category-Label-Embedding-and-Weakly-Supervised-Learning

Building a model that utilizes Category guided Embeddings and Weakly Supervised Learning.

LokeshSreenathJ/Bankruptcy-Prediction---Analytics

Built XGBoost Classifier using SMOTE technique and Hyper-Parameter Tuning

LokeshSreenathJ/Big-Graphs-and-Networks

Building Graph theory algorithms from Scratch

LokeshSreenathJ/House-Price-Prediction

Built a Gradient Boosting model by employing Lasso Regularization and Hyper-parameter tuning

LokeshSreenathJ/Machine_Learning-I

Building Supervised/Unsupervised Machine Learning models using Pytorch

LokeshSreenathJ/Machine_Learning-II

Building machine Learning models using Pytorch

LokeshSreenathJ/Hierarchical-Recommendation-System

Build a Implicit Hierarchical Recommendation System for electronics company using their 12-months rolling margin, volume & profits.

LokeshSreenathJ/Kidney-Disease-Classification-MLFlow-DVC

Implementing Kidney-Disease-Classification using MLFlow & DVC

LokeshSreenathJ/L-Layer-Deep-NeuralNetwork

Built a Regularized L-layer Deep Neural Network from Scratch

LokeshSreenathJ/Mem_LPA-Clustering

Parallel Implementation of Memory-based Label Propagation Algorithm for Community Detection

LokeshSreenathJ/Revised-Simplex-for-Constraint-Optimization

Built a linear Constraints Optimization Algorithm from Scratch that works on any type of linear optimization problem

LokeshSreenathJ/Spotify-Data-Pipeline-using-Snowflake-AWS-Spark-

Built a Spotify Data Warehouse by automating the data injection of Global 50 songs on weekly basis integrating AWS Lambda and AWS EMR

LokeshSreenathJ/Text-Classification-using-Category-Label-Embedding-and-Weakly-Supervised-Learning

Building a model that utilizes Category guided Embeddings and Weakly Supervised Learning.

LokeshSreenathJ/test_case

LokeshSreenathJ/VAE_Tumor

Low Resource Tumor detection by generating Pseudo-minority-class training samples using trained VAE

LokeshSreenathJ/Web_Scraping