Projects | Dhananjay Sharma

Academic

InsightLens

Developed an interactive data visualization platform using D3.js to explore and analyze the Adult Census dataset, integrating data preprocessing and web-based analytics.

DimensionDive

Built a Flask-based web platform integrating PCA and K-means clustering for automated dimensionality reduction, feature identification, and interactive data analysis.

SemantiScope

This project explores distributional word vectors using co-occurrence counts, TF-IDF, and PMI to analyze semantic similarity, evaluate word embeddings, and examine the impact of context window sizes on word relationships.

SyntaxSense

The project focuses on building and improving a neural network-based Part-of-Speech (POS) tagger using different architectures, feature engineering, and pretrained embeddings to enhance accuracy.

BERTVision

The project explores text classification using pretrained BERT models, comparing different feature extraction methods ([CLS] token, mean-max pooling) and evaluating the impact of fine-tuning on classification performance.

LinguaBridge

This project focuses on building a multilingual text summarization system that efficiently generates concise summaries across different languages.

SKYGauger

The project propose to design and implement a relational database system for an online travel reservation platform supporting flight bookings, reverse auctions, and role-based access for customers, representatives, and managers using an E-R model and SQL.

PredictStock

A machine learning application that forecasts next-day stock prices using historical market data and provides interactive visualizations of price trends and technical indicators to support investment decisions.