ab_testing

afforestation

Implementation of Computer Vision

auto-insurance-risk-profiling

clustering-to-improve-classification

Devised a hierarchical clustering framework for feature extraction from scratch, applied to 90K+ rows data using cluster centroids. Transformed data enhanced KNN classifier performance from 90% to 97%, confirmed via K-fold cross-validation & base classification comparison.

data

Consist of data files

decisiontrees-ensembleclassifiers

Decision Trees and Ensemble Classifiers - Develop and assess decision trees with varying depths, along with bagging and AdaBoost ensemble methods, for predicting gender using height, weight, and age data in order to analyze performance and overfitting.

end-to-end-machine-learning-project-mlflow

end-to-end-ml-project

flask-for-datascience

generativeai-ats

Used Gemini Pro for Resume ATS score and keywords to find the content to tailor your resume

handwrittenequationsolver

Convolution Neural Network plus Computer Vision

kg2text

Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs (authors' implementation for the TACL20 paper)

kunal1406

langchain-application

Application of LLM model

leetcode

Collection of LeetCode questions to ace the coding interview! - Created using [LeetHub](https://github.com/QasimWani/LeetHub)

lstm

Implementation of LSTM on a large dataset and anomaly detection

lstm-with-autoencoder

Implementation of Autoencoder using LSTM architecture

multilingual-ai-assistant

named-entity-recognition

predictive-maintenance

randomforest-tuning-

Random Forest Hyperparameter tuning using grid search

regression-linear-weighted-logistic

Implementing and analyzing linear, locally weighted linear, and logistic regression techniques to fit and predict 1D data, trigonometric basis functions, and gender classification.

roadmap-to-learn-generative-ai-in-2024

supervised-classification

Exploring Maximum Likelihood Estimation (MLE), Maximum a Posteriori (MAP) for Poisson processes, and implementing K-Nearest Neighbor and Gaussian Naïve Bayes classifiers for gender prediction.

temperature-monitoring-with-alerts-and-prediction

Send alerts via SMS if any anomaly detected in temperature or if value goes below minimum value, Also, predicts the temperature values.

unsupervised-semisupervised

Explored unsupervised and semi-supervised learning techniques using hierarchical clustering and self-training with K-nearest neighbor classifier on height, weight, age, and gender data.