Dishant Barot

Machine-Learning-for-Stock-Price-Forecasting-and-Portfolio-Optimization-using-XGBoost. I've developed a comprehensive framework that leverages the power of XGBoost to predict stock prices and optimize investment portfolios. This project demonstrates how data science can provide actionable insights in the financial domain.

Predictive-Analytics-for-Fair-Valuation-in-the-Indian-Used-Car-Market-using-Regression-Models. This project aims to develop a predictive analytics model to accurately determine the fair market value of used cars in the dynamic Indian market. By leveraging a comprehensive dataset of vehicle attributes, including brand, model, mileage, age, and specifications, the project will build and evaluate machine learning regression models.

USArrests-Data-Analysis-R. To conduct a comprehensive data analysis of the 'USArrests' dataset in R, with the primary goal of exploring the relationship between urbanization and crime rates across US states. The project will leverage foundational R functionalities to perform data exploration, visualization, and hypothesis testing.

Forecasting-Indian-Benchmark-Index-Nifty50-with-ARIMA. Time series forecasting of the Indian benchmark index Nifty50 using ARIMA. The project covers data collection with yFinance, exploratory analysis, stationarity testing, model building, and forecasting future index values

dishantbarot.

Signup-flow-Optimization-Tableau. Data-driven analysis and Tableau visualizations of sign-up funnel performance, including device, platform, and error breakdowns to improve conversion rates.

Customer-churn-analysis-Tableau. A Tableau dashboard project analyzing customer churn using CSV data. The project explores revenue patterns, churn rates, customer retention, new vs recurring customers, revenue by country, user resurrections, and cohort behavior to provide actionable business insights for reducing churn and improving customer retention strategies.

BSE-vs-NSE-Market-Insights-and-volume-analysis-Tableau. Tableau dashboard comparing BSE and NSE trading volumes, market share, and derivatives-to-cash ratio. Provides interactive insights into India’s capital markets, highlighting exchange performance trends and trading behavior.

broking-firms-financial-dashboard-Tableau. Tableau dashboard analyzing revenue, profit, and net worth of leading Indian broking firms (Zerodha, Angel One, HDFC Securities, ICICI Securities) from 2014–2024. Includes trend analysis and KPI insights for 2024.

Growth-Metrics-Overview-Dashboard-Tableau. Growth Dashboard — Tableau workbook for visitor acquisition, UTM attribution, subscription funnel and waterfall-based growth analysis.

SQL-Mastery-Roadmap. A complete SQL learning repository covering fundamentals to advanced concepts, with practical examples and interview-focused.

NeuralMatch-AI-Resume-Job-Description-Alignment-System-Using-Deep-Semantic-Neural-Networks. NeuralMatch AI is a Transformer-based deep learning system that evaluates resume–job description alignment using semantic embeddings, TF-IDF keyword analysis, and recruiter-grade scoring logic to generate an intelligent ATS compatibility score.

Students-Engagement-Overview-Tableau. This repository contains an interactive Tableau dashboard designed for an EdTech platform to analyze and monitor key student engagement metrics. The dashboard provides a comprehensive overview of learning activity, course performance, and student outcomes across various time periods.

Retail-Performance-and-Financial-Analytics-Solution-Powerbi. End-to-end Power BI retail analytics dashboard delivering revenue, profitability, customer segmentation, and return risk insights using star schema modeling and DAX Measures

Insurance-Saathi-AI-Powered-Vehicle-Damage-Detection-Automated-Claim-Processing-System. Insurance Saathi is an end-to-end AI-driven insurance automation platform that leverages computer vision and deep learning to detect vehicle damages from uploaded images and automate claim processing workflows.

HDFC-Entities-Dashboard-Tableau. This repository contains an interactive HDFC Dashboard built in Tableau, integrating data from Google Sheets and Excel Sheets. The dashboard provides insights into various HDFC entities, color-coded for clarity and easy navigation.

Numpy-Pandas-for-Data-Science. A comprehensive, example-driven guide to core NumPy and Pandas functions used in Data Science, Machine Learning, Deep Learning, and AI. Includes interview-ready explanations and practical Jupyter notebooks.

Multi-Sector-Portfolio-Risk-and-Allocation-Analytics-Engine. A quantitative portfolio analytics system that compares sectoral and custom portfolios using Monte Carlo simulation, modern portfolio theory, and risk metrics such as VaR and CVaR. The project enables structured risk-return comparison without providing investment recommendations.

Adventure-Works-Sales-Analytics-Powerbi. End-to-end Sales Analytics Dashboard built in Power BI using a star schema data model, advanced DAX measures, KPI tracking, product-level analysis, customer insights, and geo-analytics for business decision-making.

Reinforcement-Learning-with-Deep-Q-Learning-CartPole-Agent. Implementation of a Deep Q-Network (DQN) agent trained using Reinforcement Learning to solve the CartPole-v1 environment. The project demonstrates core RL concepts such as agent-environment interaction, epsilon-greedy exploration, experience replay, and Q-learning optimization.

Business-Performance-Sales-Intelligence-Dashboard. Business Performance & Sales Intelligence Dashboard built in Power BI, analyzing sales, profit, customer behavior, and regional trends to drive data-driven decision-making.

Rural-India-Micro-Loan-Default-Risk-Scoring-using-Logistic-Regression. It is a fintech-focused machine learning project that builds a binary classification model to predict micro-loan default risk for rural borrowers in India.

Enterprise-Revenue-Operations-Overview-Powerbi. An enterprise-grade Power BI dashboard analyzing revenue operations, profitability, sales velocity, and customer demographics using interactive analytics and KPI-driven insights.

EV-Battery-Capacity-Degradation-using-Linear-Regression. The objective of this project was to develop a predictive regression model to estimate battery capacity degradation (%) in electric vehicles

HR-Workflow-Analytics-Engine-MS-SQL-SERVER-. Designed and implemented a fully normalized Enterprise HR Workforce Analytics relational database in SQL Server with salary history tracking, organizational hierarchy modeling, project allocation analysis, and advanced analytics using window functions, CTEs, and performance optimization techniques.

Global-Population-Distribution-and-Analysis-Powerbi. An interactive Power BI dashboard analyzing global population distribution, growth trends, and continent-wise comparison using real-world demographic data.

yield-Curve-Forecasting-for-US-Treasuries. The Yield Curve Predictor is a machine learning–driven financial analytics project designed to model, predict, and interpret movements in the U.S. Treasury yield curve.

Python-Leetcode. Solving Leetcode questions for Python

Text-to-SQL. An AI-powered Text-to-SQL assistant built using Gemini Generative AI and Streamlit — convert plain English into accurate SQL instantly.

flipkart-sales-dashboard-powerbi. Interactive Power BI dashboard analyzing Flipkart sales performance with revenue trends, category insights, customer analysis, and profitability metrics.

SQL-Leetcode. Solving Leetcode Questions for SQL

Basic-Image-Processing. Python