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eliasndungu/README.md

Elias Ndungu

Senior Software Engineer | Founder & CEO, Neuracraft
Building AI/ML and data analytics products for finance, operations, and emerging-market infrastructure.

Thesis

I build practical intelligence systems that help businesses make faster, better decisions from messy real-world data.

At Neuracraft, I focus on:

  • Data analytics platforms for SMEs
  • Machine learning systems for risk, fraud, and forecasting
  • API-first financial and operational infrastructure

Selected Projects

Alternative credit scoring API for underwriting beyond traditional bureau signals.
Investment signal: Infrastructure for inclusive lending and better risk pricing.

ERP-style business workflows delivered via WhatsApp for micro and small enterprises.
Investment signal: Distribution-first product design with low adoption friction.

Predictive supply-chain tooling for informal and micro-retail commerce.
Investment signal: Efficiency and waste-reduction engine for high-fragmentation markets.

Data-driven property valuation and market intelligence platform.
Investment signal: Decision-support layer for asset pricing and market transparency.

Compliance and audit-oriented Python system for controls and review workflows.
Investment signal: Trust/compliance rails for scaling financial operations.

Privacy-preserving machine learning initiative for secure model/data workflows.
Investment signal: AI enablement in compliance-sensitive environments.

Operating Capabilities

Languages: Python, Go, TypeScript/JavaScript, C#
Platforms: FastAPI, Django, Flask, Node.js, .NET
Data & ML: Pandas, scikit-learn, TensorFlow, PyTorch
Infrastructure: PostgreSQL, MySQL, MongoDB, Docker, AWS, Azure

Current Build Direction (2026)

  • Production-grade analytics architecture for Neuracraft
  • Fraud and anomaly detection pipelines
  • SME intelligence products (forecasting, scoring, decision dashboards)

GitHub Snapshot

Contact

Popular repositories Loading

  1. sentiment-hub sentiment-hub Public

    a central hub for sentiment data analysis

    JavaScript 1 2

  2. AI-Agent-for-Land-Surveyors-Floor-Planners AI-Agent-for-Land-Surveyors-Floor-Planners Public

    An AI system where a surveyor or planner: uploads a floor plan / land dimensions simulates different placements (rooms, furniture, utilities, buildings) tests constraints (space, access, flow)

    Python 1

  3. submit50 submit50 Public

    Forked from cs50/submit50

    This is submit50, CS50's command-line tool for submitting problems.

    Python

  4. bootstrap bootstrap Public

    Forked from twbs/bootstrap

    The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

    JavaScript

  5. eliasndungu.io eliasndungu.io Public

    CSS

  6. eliasndungu eliasndungu Public

    my personal repository

    Jupyter Notebook