Research programme

Projects & research.

Research studies, software and prototypes from across the NPerseus team.

Projects across the team

Research studies, prototypes and software described in public profiles. Status, roles and funding follow each source record; a profile entry does not by itself establish a released product.

Applications, tools, plugins and prototypes members have built. Engineering evidence, kept apart from the research record.

42 matching software project records · Page 2 of 4

Member project Software

Flutter Animated Stopwatch

Kushagra Gupta

circular timer with notification-area play/pause controls.

Member project Software

Flutter Note Keeper

Kushagra Gupta

prioritized notes, Sqflite storage and persistent dark theme.

Member project Software

GitHub Reviewer Tool (GithubScraperTool)

Ayush Kumar

Java and Spring Boot developer tool for retrieving public repositories and inspecting source structure with configurable heuristic complexity scores.

Member project Software

Grid-based code-golf tooling

Ayush Kumar

Built developer tooling for grid-based code-golf tasks, including a task browser, solution comparison, example-based validation and code-size analysis, using third-party tools and libraries.

Member project Software

House Price Prediction

Aditya Kumar Chaudhary

built an end-to-end regression pipeline with pandas, scikit-learn and gradient boosting, exposed through a FastAPI service.

Member project Software

IoT Prototypes

Aditya Kumar Chaudhary

developed NodeMCU-based home automation and an LPG/smoke leakage detector.

Member project Software

JeevanSetu

Ayush Kumar
Member project Software

Kartikeya

Ayush Kumar

Primary developer of Kartikeya, a Mindustry server-management plugin covering Discord integration, administration, voting, map workflows and player history.

Member project Software

Language-learning speaking-practice project (announced)

Priyanshu Yadav

co-announced a collaborative project focused on accessible conversational practice.

Member project Software

Linux Li-Fi Drivers

Ishan Panwar

experimental Raspberry Pi/Linux driver project for light-based data communication, published as Laser-Driver.

Member project Software

Medical Literature Assistant

Shaili Bansal

a prototype retrieving PubMed literature and generating answers with retrieved sources.

Member project Software

Medicine Donation System

Ganesh Immanni

developed a PHP and MySQL web portal for donating unused medicines.

Browse all 74 profile project records
Explore the research areas that connect this work.

Security of Neural Networks

Defending deep models against adversarial examples, backdoor and data-poisoning attacks — and understanding when and why they fail.

Adversarial MLBackdoor DefenseRobustness

Data Hiding & Watermarking

Reversible data hiding in encrypted images, image and text steganography, and robust watermarking for ownership and integrity.

Reversible Data HidingSteganographyWatermarking

Multimedia Forensics

Detecting manipulated and GAN-generated media — deepfakes, splicing and median-filtering traces.

Deepfake DetectionImage ForensicsAuthenticity

Trustworthy & Private AI

Federated and privacy-preserving learning, explainable and trustworthy models, and methods for limiting the disclosure of training data.

Federated LearningExplainable AIPrivacy