Sejal Kankriya's repositories
satellite-image-dehazing
Enhancing satellite image clarity by removing haze using AOD-Net's deep convolutional and residual architectures
academiQ-AI
Revolutionizing real-time academic support with a custom LLM-driven AI, enhancing learning outcomes through adaptive, efficient query resolution
clinical-trials-survival-analysis
A survival analysis study of ovarian carcinoma patients involved in clinical trials using R
reinforcement-learning-grid-world
Implementing a reinforcement learning agent in a grid world that earns rewards and faces penalties
customer-insight-clustering
Advanced analytics in R to delineate market segments in retail, optimizing targeted marketing strategies through customer behavior and demographic profiling
dine-smart
Dine Smart is a database management system offering tailored restaurant recommendations by leveraging Yelp data
football-market-value-forecast
LSTM-based model for predicting football players' market values using historical performance data and relevant variables
glassdoor-job-scrapper
Automated Selenium-based scraper for extracting and analyzing job listings from Glassdoor
youtube-video-summarizer
A Streamlit app that utilizes LangChain and Google PALM to generate concise summaries of YouTube videos, enhancing content accessibility and comprehension
hierarchical-clustering-USCrime
Analyzing US crime statistics using hierarchical clustering to uncover patterns in state-level arrest data
interactive-covid19-vizualization
An interactive dashboard using R and Plotly to visualize and explore COVID-19 data trends and insights
interactive-iris-analysis
Explore the Iris dataset through interactive visualizations using R and Plotly to uncover patterns and insights in flower species data
logistic-regression-from-scratch
Implementation of Logistic Regression from scratch to predict the sex of penguin based on species, island and age using Python, Jupyer Notebook, Numpy, Pandas, Matplotlib
ny-car-crash-analysis
An interactive Power BI dashboard analyzing New York car crash data, with data cleaning and preprocessing performed in Python.
pca-smoking-analysis
Analyzing demographic influences on smoking habits in the UK using Principal Component Analysis
sejalkankriya.github.io
Showcasing my development journey: Projects, insights, and innovations in tech. A glimpse into my journey as a software developer and data scientist.
vanilla-numpy-linear-regression
A Vanilla Numpy-only Linear and Ridge Regression implementation to predict the flight prices