Projects

A collection of data analytics, machine learning, and software development projects demonstrating analytical thinking and technical execution.

AIWeb Development

Synthpanel Chatbot

An interactive AI chatbot application built with Streamlit, providing users with a seamless and real-time interface to interact with language models.

PythonStreamlit

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FinanceQuantitative Analysis

BTC DCA vs Buy the Dip

A quantitative comparison of Dollar Cost Averaging vs Buy-the-Dip Bitcoin investment strategies. Analyzed Bitcoin price data from 2012–2025 using 3,950 rolling 3-year windows to compare risk-adjusted returns between passive and tactical investment strategies.

PythonPandasNumPy+1 more

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Machine LearningClassification

Spotify Playlist Reconstruction

Reconstructing deleted Spotify playlists using machine learning. Used a two-stage classification approach to predict missing user and year labels for unlabeled songs in a mixed family Spotify account.

PythonPandasScikit-learn

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Deep LearningGreen AIHackathon

L'Oréal Skin Condition Classification

Knowledge distillation and Green AI optimization for skin condition classification. Achieved model compression with significant CO₂ reduction while maintaining accuracy.

PythonPyTorchTensorFlow

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Recommendation SystemsML

Spotify Recommendation System

Enhancing music recommendations through feature engineering and advanced modeling. Built a personalized recommendation system using correlation analysis and ML models.

PythonPandasScikit-learn

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Data AnalysisVisualization

IEA Energy Analysis

Comprehensive analysis of International Energy Agency data to uncover trends in global energy consumption and renewable energy adoption.

PythonPandasPlotly+1 more

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Web DevelopmentFull Stack

EventSphere

Django-based event management platform with user authentication, event creation, and RSVP functionality.

PythonDjangoPostgreSQL+1 more

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