# R3ACTR

> R3ACTR researches, develops, and deploys next-generation software products with a distributed team of engineers and researchers. Specializing in AI systems, academic tooling, Web3 architecture, and open-source ecosystems.

For full-text context including uncompressed articles, research notes, and platform documentation, see [Full Context Dump](https://r3actr.com/llms-full.txt).

## Core Platforms & Products

- [Paper Lab](https://paperlab.r3actr.work/): An all-in-one visual academic authoring environment combining WYSIWYG editing, Monaco-powered LaTeX compilation, real-time A4 preview, built-in vector diagrams, and local-first data privacy.
- [Open Source Quest](https://github.com/R3ACTR): A structured, month-long open-source contribution program for developers and researchers to master production workflows, pull requests, and peer reviews under guided mentorship.

## Research & Scientific Publications

- [Boosted Vision Transformer Ensembles for Automatic Detection of Laryngeal and Neurological Voice Disorders](https://doi.org/10.1007/s00521-026-12393-5): Peer-reviewed machine learning research published in Neural Computing and Applications.
- [ADA-XAI: Adaptive Faithfulness-Driven Explainability for Hybrid EVA-02 and Deformable CNNs in Brain Tumor Diagnosis From MRI Images](https://doi.org/10.1109/ICITIIT68860.2026.11499683): Research on explainable AI (XAI) for medical computer vision published via IEEE.
- [CRDA: Cross-Reasoning Disagreement Analysis for Uncertainty Quantification in Hybrid Voice Classification](https://doi.org/10.1109/ICIET70550.2026.11712867): Novel uncertainty estimation framework for clinical bioacoustic analysis.

## Technical Blog & Deep Dives

- [Paper Lab: Eliminating the Chaos of Academic Writing](https://r3actr.com/blog/paper-lab): Architectural deep dive into why dual-mode authoring (WYSIWYG + raw LaTeX), local-first storage, and real-time pagination solve long-standing academic writing frictions.

## Services & Engineering Capabilities

- [Web & Mobile Application Engineering](https://r3actr.com/services): High-performance, scalable web and mobile applications using modern frameworks, TypeScript, and edge-native architectures.
- [Artificial Intelligence & Machine Learning](https://r3actr.com/services): Custom AI agent workflows, computer vision, natural language processing, and medical imaging pipelines.
- [Web3 & Distributed Systems](https://r3actr.com/services): Smart contract engineering, decentralized protocol design, and cryptographic systems.
- [UI/UX & Product Design](https://r3actr.com/services): Minimalist, responsive, and accessible interface design tailored for developers, researchers, and enterprise users.

## Key Information & FAQ

- [Frequently Asked Questions](https://r3actr.com/faq): Detailed overview of R3ACTR's business model, open-source initiatives, technology stack, student opportunities, and collaboration terms.

## Core Team & ID Registry

- [Core Team Directory](https://r3actr.com/id): Official digital identification registry for verified R3ACTR researchers and architects.
- [Abhinav R](https://r3actr.com/id/abhinav): Co-Founder & CEO (ID: R3-001). Leading strategic vision, operations, and product engineering.
- [Sreehari R](https://r3actr.com/id/sreehari): Co-Founder & CTO (ID: R3-002). Deep learning, mechanistic interpretability, and systems architecture.
- [Neeraj Sukumaran](https://r3actr.com/id/neeraj): Co-Founder & CPIO (ID: R3-003). Public information, media dissemination, and developer relations.
- [Kalidas V S](https://r3actr.com/id/kalidas): Co-Founder & COO (ID: R3-004). Operations, workflow execution, and community ecosystems.
- [Neha Siju](https://r3actr.com/id/neha): Director of External Relations — DER (ID: R3-005). External partnerships, corporate outreach, and institutional alliances.
- [Diya Tresia Daniel](https://r3actr.com/id/diya): Communication & Documentation Lead (ID: R3-006). Technical documentation, architectural specifications, and knowledge repositories.

## Contact & Links

- Website: https://r3actr.com
- GitHub: https://github.com/R3ACTR
- Email: r3actr@gmail.com
- Contact: https://r3actr.com/contact