Welcome to My Data Science Portfolio
My mission is to use data to make smart decisions, encourage new ideas, and create solutions that change industries and improve lives .
ABOUT US
Hello, My name is Utkarsh,
currently pursuing Bachelor's degree in Computer Science from Maharishi Dayanand University. As a data science enthusiast, I am eager to begin my professional journey in this dynamic field. I have strong foundation in data analysis, machine learning, and statistical modeling through hands-on projects and coursework. I am Eager to apply my skills in real-world scenarios, I am enthusiastic about leveraging data to drive insights and contribute to impactful solutions. I am looking forward to collaborating with innovative teams and making a meaningful impact in the data science domain.
My Data Science Projects.
Gemstone Price Prediction
Using machine learning, this project predicts gemstone prices based on attributes like carat, cut, color, and clarity. It aims to bring precision and transparency to gemstone valuation, benefiting jewelers, collectors, and investors. Explore how data science transforms gemstone pricing.
Question Answer Generator MCQs
This project aims to develop a sophisticated Question Answer Generator that automatically creates multiple-choice questions (MCQs) from textual data using Natural Language Processing (NLP) techniques. By leveraging NLP models, the project enhances the efficiency and accuracy of generating high-quality MCQs, which are essential for educational tools, quizzes, and assessment platforms.
CLTV and RFM Analysis
This project leverages Customer Lifetime Value (CLTV) and Recency, Frequency, Monetary (RFM) analysis to optimize marketing strategies and enhance customer retention. By analyzing transactional data, the project identifies key customer segments, including high-value and low-value groups.
Twitter Hate Speech Classification
Twitter Hate Speech Classification project is to enable social media platforms to automatically detect and filter out hate speech, ensuring a safer and more inclusive online environment. I have created a project that help to classify speech.
US-Visa Approval Prediction
The aim of this project is to assist immigration consultants and legal professionals in assessing the likelihood of visa approval for applicants. By predicting the outcome of visa applications, this tool can streamline the application process, help applicants make informed decisions, and optimize resource allocation for consultants. It can also help reduce the number of rejections by identifying potential issues in applications before submission.
Stock Price Forecasting using LSTM
The business use case for the Stock Price Forecasting project using LSTM is to provide financial analysts, traders, and investors with accurate predictions of future stock prices. By leveraging LSTM (Long Short-Term Memory) networks, which are well-suited for time-series forecasting, the project aims to enhance decision-making in trading strategies, optimize investment portfolios, and manage financial risks. Accurate stock price predictions can lead to better timing of buy/sell decisions, potentially increasing returns and minimizing losses in the volatile stock market.