I am Gbiang, Benedict Mashingil.
Most people call me Ben.
FRVNKENSTEIN is my laboratory. This is where I publish the systems I decide to make public.
I build software by assembling things that were never meant to work together. APIs, scraped data, AI models, trading signals, automation scripts, message bots, dashboards, and infrastructure. The work is less about invention and more about careful assembly.
Some systems run as experiments. Some turn into tools. A few survive long enough to become full platforms.
A lot of the more unusual projects stay private. But the repositories here show a good portion of the machines I have built.
Software rarely emerges from nothing. The real craft is excellent assembly.
A selection of systems from this laboratory.
Portfolio and digital laboratory.
Next.js application that serves as the entry point to my work and writing.
Football draw prediction engine. 3rd attempt at Sports Quant, scaled-down, simple, predecessors and successors remain private.
Collects match data, analyzes statistical patterns, and runs an AI verdict layer to identify matches that have a strong probability of ending in a draw.
Stack
Node.js
Groq
Real time data collection
Real time tracker for Pump.fun Key Opinion Leaders and traders.
Tracks wallet behavior and trading patterns and delivers updates through Telegram.
Stack
Node.js
Telegram bot
System orchestration platform for running and managing multiple software systems from one interface.
It launches processes, tracks logs, persists system states, and lets me control an entire cluster of scripts and services from a single dashboard.
This is what I use to manage my deployed scripts from anywhere without having to SSH into my computer everytime.
Stack
Node.js
Express
Angular
Offline Catholic prayer companion.
Guides users through the Holy Rosary and the Divine Mercy Chaplet without requiring internet access. Immersive experience.
Stack
React Native
Self hosted email manager with rich composition tools, templates, analytics, and full ownership of your data. You receive and send emails with ease, marketting or cold-emailing, the whole package.
Stack
Next.js
Automation enhanced trading system for the Solana ecosystem. I love this in action. Used it for sniping, Analytics-based trading, normal degen, its so flexible, with its custom indicators and automated audits.
Built for Pump.fun and PumpSwap trading environments. Combines automation, signal analysis, and execution tools for high frequency speculative trading.
Stack
Node.js
Web UI
Telegram bot
Groq
Recover SOL locked as rent in unused token accounts. Bulk-action enabled. Transparent and secured.
Scans a wallet, finds inactive token accounts, and allows the user to close them safely through their wallet provider.
Non custodial. The wallet signs every transaction.
Stack
Angular SSR
Learning and skills marketplace built for Nigeria. My best UI work. Yet to be promoted though. Could be very helpful in the informal education market.
Connects students with verified tutors and skill instructors while handling payments, trust, and dispute resolution.
Stack
Next.js
Automated futures trading bot for Bitget. Good times. Futures. Made my 7STH algorithm with it.
Runs a seven stage technical analysis pipeline and sends signals and execution reports through Telegram.
Stack
Node.js
Bitget API
Telegram
Framework for building and running Telegram AI personalities.
Supports multiple characters, prompt configurations, and monetization structures.
Stack
Node.js
Telegram
Groq
Global keyword and sentiment tracking dashboard. Sunset cause there isn't enough server resource to keep this running.
Collects trending entities and ranks them by country with topic grouping and sentiment analysis.
The live platform is no longer active but the full system is open source here.
Stack
Angular SSR
GDELT data pipeline
Forex signal engine. Good Times.
Combines candlestick data, technical indicators, live financial headlines, and AI reasoning to produce trading entries.
Signals are broadcast to Telegram with detailed context.
Some smaller systems that power other machines.
Reliable WhatsApp message delivery service built on Baileys. Part of the Jarada system.
JSON API for managing short links with persistence and security. Part of the Jarada system.
Application layer encryption system using disposable encrypted capsules. My first NPM package.
Audio transcription system that produces word level and phrase level subtitle files. Part of the tools I use for my faceless channels.
Not everything survives forever.
Some repositories document older work, prototypes, or archived applications.
These include
234Ledger
Flare Network
TinRide
GDELT Utility
ScriptMS
OrgScriptMS
Mobile App Archives (You really should check this one out)
They remain here as documentation of earlier systems and ideas.
Most of my work falls into a few recurring areas.
Data extraction and scraping systems
Trading and market analysis engines
Automation platforms
AI driven analysis tools
Telegram based control interfaces
Offline first mobile applications
Infrastructure for running autonomous software
Some of the more interesting systems in this lab are private.
Experimental infrastructure tools
Trading systems still in operation
Client work
Research projects
Only a fraction of the lab is visible here.
Email
i@frvnkenstein.online
Portfolio
https://frvnkenstein.online
LinkedIn
https://linkedin.com/in/benedict-gbiang
System online.