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StanleyUjahDS/README.md

Stanley Ujah

Founder and lead developer building applied blockchain, data-science, and decentralised software systems.

I combine an MSc in Data Science with production experience across Flutter, Node.js, PostgreSQL, Solidity, EVM networks, cloud infrastructure, and machine-learning workflows.

Research direction

Applied and experimental research in blockchain and decentralised systems, with emphasis on security, scalability, governance, trust, financial systems, DeFi, and digital identity.

Production systems

Griot Network · live product

Founder and Lead Developer of a cross-platform social and blockchain platform combining messaging, groups, channels, Campfires, calls, reputation, non-custodial wallets, subscriptions, tipping, and blockchain payments.

Cowrie Protocol · ecosystem

Founder and Lead Developer of the ecosystem supporting Griot and HBADG. Designed and deployed the HBADG BEP-20 token on BNB Smart Chain and built supporting EVM wallet, tipping, payment, rewards, and transaction infrastructure.

Research and academic projects

MSc stock-market prediction

Applied statistical and machine-learning methods to S&P 500 data in an investment-banking context, comparing traditional time-series approaches with machine-learning models.

ChainEquity

Collaborative MSc enterprise project exploring equity tokenisation, transparent investment workflows, SME capital raising, and blockchain applications in financial services.

S&P 500 Forecasting Lab

Leakage-aware financial machine-learning experiments with chronological evaluation, rolling features, and reproducible scikit-learn baselines.

Credit Risk Modelling

An interpretable credit-risk pipeline using public OpenML data, preprocessing pipelines, logistic regression, and evaluation practices suitable for regulated financial settings.

Notification Delivery Analytics

Privacy-safe synthetic product analytics for notification delivery, display, open, and end-to-end funnel performance.

Supporting work

Technology

Python · Pandas · NumPy · Scikit-learn · SQL · MongoDB · Dart · Flutter · Node.js · Express · PostgreSQL · Solidity · EVM · AWS · Docker · Firebase · Git

Connect

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  1. ChainEquity ChainEquity Public

    Collaborative MSc project exploring blockchain-enabled equity tokenisation, transparent investment workflows and SME capital raising.

    HTML

  2. cowrie-protocol cowrie-protocol Public

    React/Vite website and dApp entry point for Cowrie Protocol, Griot, and HBADG.

    CSS

  3. cowrie_griot cowrie_griot Public

    Production Flutter client for Griot Network: social messaging, communities, calls, wallets, tipping, subscriptions, reputation, and blockchain payments.

    Dart

  4. StanleyUjahDS StanleyUjahDS Public

    Stanley Ujah — blockchain, data science, machine learning, and software engineering