fmgc_power_bi_project

Supply Chain data analytics in FMGC domain using MS Power BI and Excel |• Used Power Query for data consolidation,Modeling to drive strategic business Expansion Decisions effectively • Utilized DAX to create Interactive Dashboard with diverse charts, tables, and KPIs and prepared detailed report

image-classification

Image Classification using Gradio & Machine Learning Techniques | Self Project (June’23-July’23) • Preprocessed CIFAR-10 data-set, including normalization of pixel, label encoding,potential feature extraction • Evaluated CNN,with accuracy of 78% , outperforming Decision Tree and Random Forest Classifier • Integrated user interface using Gradio

krushna33

minotaur

Minotaur Toolkit for Mixed-Integer Nonlinear Optimization

project-music-recommender

Song Recommendations System • Employed NLTK for data preprocessing, including Lower-Casing, Stemming, and TF-IDF Vectorization • Implemented Content-Based,Collaborative Filtering with K Nearest Neighbors,integrating cosine similarities • Created interactive Streamlit app for content-based recommendations and integrate

project-twitter-us-airline-sentiment-analysis

Sentiment Analysis of US Airline Tweets: Unveiling Passenger Opinions | • Applied TF-IDF for text analysis, utilized SMOTE for class imbalance, and conducted EDA on US airline tweets • Performed Logistic Regression, Random Forest, SVM, and Gradient Boosting, tuned parameters for accuracy •

vrp-project

Personalized Tourist Route Optimization using VRP | • Collected data of 100 popular places in India and using Haversine formula created a Distance Matrix • Modeled & solved problem using Integer Linear Programme,Sweep Algorithm for Single & Multiple Vehicles • Integrated user Interface using Gradio for taking user Inpu