Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Pune’s Transportation Problem: Overcrowded PMPML Buses
An in-depth analysis of Pune's public transportation challenges, examining the causes of
overcrowded PMPML buses and proposing data-driven solutions for improving urban mobility
in one of India's fastest-growing metropolitan areas.
portfolio
Convergence analysis [work in progress]
Testing the convergence hypothesis in economics and exploring whether countries' incomes and productivity levels move closer together over time.
Predicting Currency Crises in Emerging Markets: A CART-Based Early Warning System
This study applies machine learning (CART) to predict currency crises in five emerging markets, finding that real exchange rate overvaluation is the strongest universal predictor, while country-specific vulnerabilities vary significantly — from Argentina's current account deficits to Turkey's short-term debt exposure.
Flight Analysis
Exploratory data and machine learning analysis of flight delays and prediction patterns using commercial flight data.
Geospatial and temporal analysis of New York City taxi rides [work in progress]
Comprehensive geospatial and temporal analysis of NYC taxi ride patterns, exploring trip distributions, fare dynamics, and mobility trends across different boroughs and time periods using large-scale transportation data and spatial analytics.
Price Discrimination Strategies of Air India and Vistara on the Delhi-Mumbai Route
An analysis of Air India and Vistara's pricing behavior on the busy Delhi–Mumbai route, focusing on how different forms of price discrimination are applied and what they reveal about competition, demand patterns, and airline revenue strategies.
Sentiment analysis of Twitter [work in progress]
Implementing sentiment analysis on Twitter data related to Indian current events, utilizing NLP techniques to classify emotions and opinions in social media posts and uncover patterns in public discourse.
The Taylor Rule in Brazil: An Empirical Analysis of Monetary Policy
This paper examines the application of the Taylor Rule to Brazil's monetary policy from 2003 to 2023, comparing both basic and expectation-based formulations. Using output gap calculations based on the production function approach and inflation targeting data, we analyze how well the Central Bank of Brazil's SELIC rate aligns with Taylor Rule prescriptions and evaluate the rule's effectiveness in an emerging market context.
Traffic prediction on PEMS dataset using a Spatial-Temporal Dependent Convolutional LSTM model
Currently implementing a novel deep learning approach for traffic prediction using the PEMS (Performance Measurement System) dataset. This research implements a Spatial-Temporal Dependent Convolutional LSTM (STD-ConvLSTM) model that captures both spatial dependencies between traffic sensors and temporal patterns in traffic flow.
publications
Paper Title Number 5, with math \(E=mc^2\)
This paper is about a famous math equation, \(E=mc^2\)
Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
Download Paper
talks
Talk 1 on Relevant Topic in Your Field
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
This is a description of a teaching experience. You can use markdown like any other post.