Ishwarya Murugesan
@ishuideAI-focused CSE student exploring signal processing, ML, and mathematical modelling through projects. Open to research or engineering internships.
Language Breakdown
Lines of code distribution across 14 owned repositories
I-Shaped Developer
I-shapedSpecialist — deep expertise in Jupyter Notebook
Collaboration Network
Global Impact visualization
Repos
15
PRs
0
Growth
+18%
Top Collaborators
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Coding Streak
Contribution activity over the past year
Noha-JM
@Noha-JM
Meghana K
@MeghanaKotharu25
Bhargava Sri Sai
@Bhargi777
Anirudh Varrier
@Anirudh2465
Josyabhotla Sai Yeshwanth
@saiyesh1th
Top Repositories
Hyperspectral image classification on Indian Pines using LS denoising + ADMM sparse representation
The system uses multiple specialized AI agents, each responsible for a specific domain such as market research, technical feasibility, business strategy, financial analysis, risk assessment, and product development.
A system that: Applies iterative transformations to images Tracks how detection scores change Provides insights into detector sensitivity and weaknesses
A domain-specific Retrieval-Augmented Generation chatbot called GovAssist AI, focused on helping users understand Indian government business and compliance procedures using official documentation.
This system applies adaptive transformations to images and evaluates how detection confidence evolves, enabling analysis of robustness in AI-generated image detectors.
This project presents a dual analysis of wine quality using both regression and classification techniques on the Wine Quality Dataset.
The watermark payload contains a SHA-256 hash of the audio signal. For this hash to serve as a reliable integrity check, the same audio content must always produce the same hash regardless of whether it arrives as a stereo WAV, a mono MP3, or a 48 kHz recording. We achieve this by mapping every input to a canonical form
This repository demonstrates my hands-on engineering journey — the kind of end-to-end systems and features expected from a high-velocity engineering internship at a fast-scaling AI-native SaaS startup like BiteSpeed.
High-fidelity functional cardiovascular simulator for the research and development of autonomous medical nanobots, providing a robust digital twin framework for validating next-generation targeted drug delivery systems.
Low light Image Enhancement
Open Source Impact
Contributions to external projects
No external contributions found.