Designed a robust object detection system leveraging the YOLOv5 model for diverse weather and traffic conditions. Achieved a mean average precision of 0.81 using data augmentations, colour space variations, and attention techniques.
Formulated a robust explainability model to identify distinct features of ChatGPT-generated text. Performed comparisons against human-generated text on word utterances, n-gram occurrences, sentiment, and perplexity scores.
Implemented a machine learning model for fine-grained Twitter data analysis by classifying tweets into authentic, satirical, manipulated, hate speech, etc and a web tool for statistical analysis and diffusion pattern visualization.
A set of benchmark tests to compare the performance of Opentelemetry and OpenTracing instrumentation libraries done as a part of my Outreachy internship with CNCF.
ProClass is an NLP based product classifier to categorise e-commerce products using modern machine learning algorithms for large catalogues.
MyShell is custom a linux shell in C with default commands accepting all possible arguments with specified flags and error handling techniques.
PONDer is a water quality management system. It also provides structured data on fish and vegetation in a water body along with solutions to effective fish breeding through an interactive recommmendation system.
Shodgerz is a user interative game in a zombie themed environment that can be played on multiple devices using an Arduino-based console.
Colour Switch is a clone of the strategy video game Colour Switch made using Java and JavaFx, originally devloped by Pheonix Games.
