MM Michael Mansour

(01) — Selected Work

Things I’ve built.

Blockchain infrastructure, machine learning, aerospace ground systems, and engines written close to the metal.

01

SUMChain + SUMail

  • Rust
  • Layer-1
  • TypeScript
  • React / Vite
  • SwiftUI

Co-designing a Rust Layer-1 blockchain with round-robin PoA/PoS validator rotation and protocol-level token standards. Built a TypeScript Chrome extension wallet with an in-memory PBKDF2 vault, a React/Vite web client, and a SwiftUI mobile wallet reading on-chain data directly from SUMChain. SUMail is the ecosystem’s encrypted messaging layer.

SUMail screenshot SUMail screenshot SUMail screenshot SUMail screenshot
02

SNIP + OmniNode

  • Protocol Design
  • Storage
  • Federated Execution

Two protocols extending the SUMChain ecosystem: SNIP (Storage Node Interface Protocol) standardizes how storage providers plug into the network, and OmniNode is the federated execution layer that coordinates them.

SNIP diagram SNIP diagram SNIP diagram SNIP diagram
03

hangg

  • React Native
  • Next.js
  • NestJS
  • PostgreSQL
  • GCP

Full-stack real-time social platform (React Native, Next.js, NestJS, PostgreSQL on GCP) with Firebase auth. Full launch in August 2026. Coming soon.

04

GNN for Ethereum AML Detection

  • Graph Neural Nets
  • Transfer Learning
  • SHAP
  • Rust Pipeline

Adapted IBM’s Multi-GNN from edge-level Bitcoin classification to node-level Ethereum sanctions detection via transfer learning under a 14,140:1 class imbalance. Identified placement / layering / integration laundering phases through SHAP attribution on 2-hop ego subgraphs, fed by a Rust pipeline aggregating 90M+ transactions into weekly Parquet graphs.

GNN AML visualization GNN AML visualization GNN AML visualization
05

QuoSUM Kiosk

  • Payments
  • SUMChain
  • Kiosk

Self-serve ordering kiosk for quick-service restaurants, built on the SUMChain payments stack.

QuoSUM Kiosk screenshot QuoSUM Kiosk screenshot QuoSUM Kiosk screenshot
06

WantSUM?

  • iMessage Extension
  • Serverless
  • Decentralized

Decentralized, serverless iMessage coordination engine. An iMessage extension that turns a text thread into a live collaborative cart — friends browse restaurant menus together and build a shared group order without leaving Messages.

WantSUM screenshot WantSUM screenshot WantSUM screenshot WantSUM screenshot WantSUM screenshot
07

B+Tree SQL Engine

  • C++
  • B+Tree
  • Parser

From-scratch C++ relational engine: state-machine SQL parser, B+Tree index over binary storage, Shunting-Yard query pipeline supporting SELECT, INSERT, and conditional filtering.

B+Tree SQL demo