Hi I'm @rawbytedev

Summary

I’m a systems-oriented developer passionate about building custom data formats, hashing utilities, and modular tools that solve real-world problems. My hands-on experimentation in Python and Go ranges from a bespoke hashing library to a custom encoding format.

Skills

• Languages: Python, Go, C#
• Cryptography & Hashing: custom hash utilities, hash-cracking techniques
• Data Formats & Encoding: bespoke binary/text formats, integrity checks
• Concurrency & Performance: threading, goroutines, profiling, benchmarks
• Tooling & CLI: command-line interfaces, utility scripting, Gists

Featured Projects

AxonHash

Modular hashing library designed for blockchain and cryptographic workflows.

• Tech: Python core; Go implementation in progress
• Highlights:
  • Unified interface for multiple hashing algorithms
  • Performance and memory-usage benchmarks
  • Planned goroutine-powered Go port

Fractus

Custom binary/text encoding format with encoder/decoder tooling for P2P data exchange.

• Tech: Go
• Highlights:
  • Compact wire format with header checksums
  • CLI for format validation and sample data generation
  • Throughput profiling using Go’s native tools

CrossTrace

Schema‑Driven Journaling & NFT Receipt Agent

• Tech: Go
• Highlights:
  • Safe Intake Pipeline — Sanitizes and validates raw messages from Coral before processing.
  • Schema‑Driven Events — Enforces structured event formats with YAML‑defined schemas.
  • AI‑Powered Decisions — Uses MistraAI to classify actions (mint, rollback, escalate) and suggest schema evolution. (Not implemented)
  • On‑Chain Anchoring — Stores event checksums on Solana for immutable verification.
  • NFT Receipts — Mints claimable NFT proofs via Crossmint with embedded semantic metadata.
  • Audit & Replay — Journaling engine supports rollback, replay, and integrity checks.

DataFrame Memory Leak Solution (Gist)

Showcase How to avoid growing RSS when working with Dataframes

• Tech: Python
• Use Case: When Processing Dataframes in other to avoid growing RSS and memory waste

Other Experiments & Utilities

A collection of smaller repos where I explore:

• Interfaces for fast implementation with other DB
• GossipProtocol designed for faster communication while ensuring security between nodes
• PoS systems
• PoC for systems improvements

Community Contributions

• Shared Gists and open-source issue help to support fellow developers

Contact & Links

• GitHub
• Stack Overflow
• Email