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 4 of 4

Member project Software

Towerdefense

Ayush Kumar

Primary developer of Towerdefense, a Mindustry server plugin with configurable waves, shops, an in-game economy and gameplay-tuning systems.

Link to this project
Member project Software

Translation Service (Transaltion-Service)

Ayush Kumar

Python and FastAPI project for PDF extraction, Gemini-assisted translation and layout reconstruction, with command-line and web interfaces.

Link to this projectPublic repository ↗
Member project Software

Vehicle Insurance MLOps

Ajit Kumar Yadav

public FastAPI training and prediction pipeline with MongoDB ingestion, S3 model storage and Docker packaging.

Link to this project
Member project Software

Vehicle Number Plate Extraction

Ganesh Immanni

developed a CNN/OCR pipeline in Python using OpenCV, imutils and Tesseract for traffic-monitoring images.

Link to this project
Member project Software

Vyvsai (Team-Vyvsai)

Ayush Kumar

contributed to a React-based tender discovery and bidding platform with account, tender-browsing, subscription and document-upload interfaces.

Link to this projectPublic repository ↗
Member project Software

Xenoforge / Forge-Core

Ayush Kumar

Primary developer of Xenoforge / Forge-Core, a game and modular engine in development, with contributions from Ayush Negi and use of third-party tools and libraries.

Link to this project
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