Tanuj Verma's repositories
tanzealist.github.io
My personal portfolio website
GovFoodSafety-Insight-Engine
The Food-Facility-Compliance-Engine leverages advanced ETL and BI technologies to process and visualize inspection data from Sonoma County's official government database, boosting compliance and safety in local food facilities.
IMDB-Data-Deep-Dive
FilmFlux Analytics : An advanced ETL-to-BI pipeline, transforming movie data into dynamic insights with Alteryx, MySQL, and Talend, visualized through Power BI and Tableau dashboards.
PredictMD-SymptomDiseasePredictor
A comprehensive diagnostic pipeline that uses symptom data to predict diseases using state-of-the-art machine learning models like SVM and XGBoost.
Uber-Fare-predictor
In the competitive landscape of ride-hailing services, strategic fare pricing is critical for business success and customer satisfaction. This project taps into the potential of data science to create a predictive model for taxi fares, empowering ride-sharing companies to optimize their pricing models dynamically.
AutoImageCaption-CNNvsResNet
"AutoImageCaption-CNNvsResNet" leverages the Flickr 8k Dataset to automate image captioning, comparing CNN+LSTM and ResNet+GRU models using BLEU scores for performance evaluation.
CNN-CIFAR10-ImageLab
This project uses TensorFlow and Keras to develop and optimize CNN models for classifying CIFAR-10's 60,000 32x32 color images across 10 classes, with evaluations via accuracy metrics and hyperparameter tuning.
BankLoan-NN-Predictor
This project utilizes feed-forward neural networks with regularization and the Adam optimizer to predict outcomes from the Loan dataset, achieving up to 80.23% accuracy with insightful performance visualizations such as ROC curves and confusion matrices.
Ecom-Review-Sentiment
Leveraging the Naive Bayes Classification algorithm and web scraping with BeautifulSoup, this project analyzes sentiments in e-commerce product reviews.