Ramsyana 👋

Systems & ML Engineer | Researching Reacxion Protocol

My core expertise centers on designing and building high-integrity systems, leveraging both advanced machine learning and robust systems programming.

I am currently engaged in researching and developing the Reacxion Protocol, a conceptual blockchain framework for physics-refereed parallel DAO governance. This is an early-stage exploration into enhancing decentralized collaboration, and I am actively seeking like-minded contributors to refine and build out this vision.

My opinions are my own. While my time for new external mentoring or general open-source contributions remains focused, I am deeply committed to the development of Reacxion Protocol.

Skills: Protocol Design, Decentralized Systems, Machine Learning, Systems Programming

Technologies: Rust, C, Go, Python, Swift, JAX, Zig, Blockchain, Cryptography

Contact: Reach me at ramsyana@mac.com.

Selected Public Projects

Reacxion Protocol

A research agenda for parallel DAO governance using VDFs. Resolves conflicting proposals via deterministic time-ordering and ZK-SNARKs to enable 3-5x faster governance cycles.
Source

RustTensor

A learning-focused, high-performance tensor computation library built from scratch in Rust, featuring automatic differentiation and CPU/CUDA backends.
Source | Documentation

Academic Implementations

A collection of algorithms and concepts from various academic papers implemented in multiple languages.

| Paper Title | Author(s) | arXiv | Status | |:------------|:----------|:------|:--------| | Relative Sizes of Iterated Sumsets | Noah Kravitz | 2412.18598 | ✅ Complete | | A Remark on an Explicit Formula for the Sums of Powers of Integers | José L. Cereceda | 2503.14508v2 | ✅ Complete | | The Neveu-Schwarz Group and Schwarz's Extended Super Mumford Form | Katherine A. Maxwell & Alexander A. Voronov | 2412.18585 | ⏸️ On Hold | | Derivative Polynomials and Infinite Series for Squigonometric Functions | Bart S. Van Lith | 2503.19624 | ✅ Complete | | Inverse Source Problems for a Multidimensional Time-Fractional Wave Equation | D.K. Durdiev | 2503.17404v1 | ✅ Complete |

...and more in the full repository.

• lorenz-chaos-encrypt - Implementation of "Plain Convolution Encryption".
• commit-reveal - An implementation of the "Commit-Reveal²" protocol.
• Zig-Math-Algorithms - A collection of mathematical algorithms implemented in Zig.

Enkel-Editor

A minimalist terminal text editor for IoT devices, built in Zig for Unix-like systems.
Source