Skip to content
View Bag-5's full-sized avatar
43 followers · 45 following

Block or report Bag-5

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Bag-5/README.md
Fred Bagini — Cybersecurity, Artificial Intelligence, Full-Stack Development

Hi, I'm Fred Bagini

Cybersecurity • Artificial Intelligence • Full-Stack Development

I build secure, intelligent systems — offensive security agents, 3D network twin mapping, compliance analysis, and scam detection for Ghana.

Learn. Build. Secure. Repeat.

Profile · Email


5 projects, 3 live demos, TypeScript, Python, 3D WebGL

Projects

CyberSENSE

CyberSENSE TypeScript

A cybersecurity awareness platform built around safe, defensive learning. Combines an authenticated Threat Academy, an AI Scam Analyzer, the CyberSENSE Assistant, interactive games, weekly competition flows, and superadmin reporting so learners build instincts through guided practice instead of passive reading.

Next.js App Router · TypeScript · Tailwind · Framer Motion · PostgreSQL · OpenRouter · OTP auth

Source · Live demo

tecxelens

tecxelens Python

A compliance document analyzer. Upload a policy or security document and receive a structured compliance assessment with severity-graded findings, regulatory references, and CVE enrichment.

A deterministic rule engine cross-references findings against a local knowledge base of cybersecurity frameworks, enriches technical vulnerabilities from the NVD, and generates an explanatory AI report — all without letting AI make any compliance decisions. Critical = 30, High = 20, Medium = 10, Low = 5; the score is clamped 0–100 and never calculated by a model.

Python 3.12 · FastAPI · Next.js 15 · TypeScript · Tailwind CSS v4 · OpenRouter · NVD API

Source · Live demo

TECXE-netmap

TECXE-netmap Python

**AI Network Twin.** Scan with Nmap, explore a live 3D graph of your network: hosts, operating systems, vulnerabilities, trust relationships, and animated attack paths — with an AI copilot that answers questions about the map.

Google Maps for corporate networks.

Nmap · FastAPI · React + Three.js · WebGL via React Three Fiber · Neon Postgres · WebSocket · OpenRouter

Source

MoMo-Catcher

MoMo-Catcher TypeScript

Ghana scam SMS detector — spot mobile money fraud before it hurts you. Paste any SMS, phone number, or MoMo reference to check if it's a scam.

Analyzes messages, Ghanaian numbers, MoMo transaction references, links, and screenshots. Ships with deep dives on Ghana's 8 deadliest tricks, real-world quizzes, and a community reporting dashboard. No accounts. No cookies. No tracking.

Accra Technical University · Project ATU 302

Next.js 16 · TypeScript · Tailwind CSS · OpenRouter (text + vision) · Neon Postgres · Vercel

Source · Live demo

tecxe-ai-media-downloader

tecxe-ai-media-downloader TypeScript

Local AI-assisted media downloader. Paste a link or describe what you want; it extracts, ranks, normalises filenames, and files everything into a searchable library.

Two ways in — drop any supported URL and it detects the platform and downloads, or describe the media in plain English and it parses intent, queries YouTube, ranks candidates with an LLM, and normalises the filename to Artist - Title.mp4. The AI does exactly three jobs: intent parsing, ranking, and normalisation.

Next.js 16 · React 19 · Tailwind CSS v4 · Neon Postgres · OpenRouter · yt-dlp · gallery-dl · ffmpeg

Source

Building

Work in progress, not yet public:

  • HoneybyteAI — Windows-first personal AI blending chat with agentic automation
  • ByteBite — campus food delivery platform, full-stack
  • TECXE — local-first offensive security AI agent
  • FRENSICS — digital forensics acquisition and recovery agent

Focus Areas

AI-Powered Security Tools

Agents that pair language models with reconnaissance, threat intelligence, and vulnerability analysis — with deterministic engines where the audit trail matters more than the prose.

Digital Forensics & Investigations

Local-first acquisition and recovery, deleted-file carving, chain-of-custody hashing, and AI-assisted reporting.

Threat Intelligence & Automation

Recon workflows, CVE enrichment from NVD, VirusTotal lookups, GeoIP, and automated PDF reporting.

Linux & Web Application Security

Nmap and network fingerprinting, OWASP-style web checks, and secure-by-default service design.

3D & Real-Time Visualization

WebGL network graphs, rotating disk visualisations, and streaming interfaces that make live state legible at a glance.

Stack

Languages

Python  TypeScript  JavaScript  HTML5  CSS3

Frameworks

Next.js  React  Three.js  React Three Fiber  FastAPI  Flask  Tailwind CSS  Framer Motion

Security & Forensics

Nmap  VirusTotal  OpenRouter  JWT  OWASP  The Sleuth Kit

AI

Nemotron  Ollama  Whisper  Playwright

Media Tooling

yt-dlp  gallery-dl  ffmpeg

Data & Infrastructure

PostgreSQL  Neon  SQLAlchemy  SQLite  Docker  Vercel  Railway

Contributing

Contributions are welcome. For anything security-related, only test systems you own or are explicitly authorized to assess.

License

Released under the MIT License.

Fred Bagini · Accra, Ghana

Pinned Loading

  1. hackathon17billioncedis/Bag-v1 hackathon17billioncedis/Bag-v1 Public

    TypeScript 3

  2. CyberSENSE CyberSENSE Public

    CyberSENSE is an interactive cybersecurity awareness platform with practical lessons, scam analysis, and hands-on learning to help people stay safer online.

    TypeScript 5

  3. tecxelens tecxelens Public

    Python 4

  4. MoMo-Catcher MoMo-Catcher Public

    Ghana scam SMS detector — paste any SMS, phone number, or MoMo reference to check if it's a scam

    TypeScript 4

  5. TECXE-netmap TECXE-netmap Public

    AI Network Twin — 3D live network map built from Nmap scans: hosts, OS fingerprints, vulnerabilities, trust relationships, and attack paths. Google Maps for corporate networks.

    Python 4

  6. tecxe-ai-media-downloader tecxe-ai-media-downloader Public

    Local AI-assisted media downloader. Paste a link or describe what you want; it extracts, ranks, normalises filenames, and files everything into a searchable library.

    TypeScript 3