FRVNKENSTEIN
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.
Software rarely emerges from nothing. The real craft is excellent assembly.
Featured Projects
Autonomous AI Trading Agent - Kairo
Node.js Multi-Agent LLM Bitget Futures Telegram
Self-directed AI trading agent for USDT-M perpetual futures. Multi-agent architecture with persistent memory, web intelligence, adaptive strategy pipelines, and conversational Telegram interface. Deployed with live funds.
→ gitlab.com/frvnkenstein/kairo
Zero-Knowledge Encrypted Pastebin - NoirPaste
Python FastAPI AES-256-GCM Tor Monero
Client-side encrypted pastebin. Server stores ciphertext, decryption key stays in the URL fragment. Tor-native with onion mirror. REST API with proof-of-work registration. Monero payments for premium.
→ noirpaste.xyz · gitlab.com/frvnkenstein/noirpaste
Application-Layer E2E Encryption - Ephem
TypeScript RSA-OAEP AES-256-GCM npm
Disposable cryptographic capsules for the application layer. Defense-in-depth encryption that protects sensitive data even when TLS is terminated at load balancers. NPM package with zero-dependency Web Crypto API client.
→ npmjs.com/package/ephem · gitlab.com/frvnkenstein/ephem
Process Orchestration Platform - Pulsate
Node.js Express Angular WebSocket
Unified interface for managing, monitoring, and persisting multiple concurrent Node.js services. Real-time log streaming, sandboxed execution, configurable lifecycle management.
→ gitlab.com/frvnkenstein/pulsate
Self-Contained Email Server - Freedom Mail
Node.js DKIM MX SQLite
Sends email via direct DNS MX record resolution. No SMTP API keys. No third-party relays. DKIM signing, dark-themed web UI, outbound queue with exponential backoff.
→ gitlab.com/frvnkenstein/freedom-mail
AI-Powered Sports Intelligence - Oracle
Node.js Groq NVIDIA NIM SportyBet Sofascore
Football prediction workstation combining statistical extraction, live odds synchronization, and multi-LLM inference across hundreds of betting markets. Modular scouting, risk review, and booking engines.
→ gitlab.com/frvnkenstein/oracle
Solana Wallet Utility - ReclaimSol
Angular SSR Solana Web3
Identifies unused token accounts holding rent deposits and recovers locked SOL through wallet-signed transactions. Bulk account closure. Localized into eight languages.
→ reclaimsol.space · gitlab.com/frvnkenstein/reclaimsol
Learning Marketplace - Jarada
Next.js Paystack
Connects students with verified tutors across Nigeria. Identity verification, booking flows, escrow payments, and dispute resolution.
The Lab
A selection of other systems from this laboratory.
KolT - Real-time tracker for Pump.fun Key Opinion Leaders and traders. Wallet behavior monitoring, trade pattern analysis, Telegram alerts.
Node.js Telegram Bot
BUFT - Automated futures trading bot for Bitget. Built the 7STH (7 Steps To Heaven) technical analysis pipeline here. Signals and execution reports via Telegram.
Node.js Bitget API Telegram
Kinsman - Forex signal engine combining candlestick data, technical indicators, live financial headlines, and AI reasoning for trade entries. Good times.
Node.js Groq GDELT Telegram
Telora - Framework for building and running Telegram AI personalities. Multiple characters, prompt configurations, monetization structures.
Node.js Telegram Groq Paystack
Dump2JSON - NPM CLI tool. Converts MySQL, MariaDB, and PostgreSQL dump files to JSON, one file per table. Streaming import for multi-GB files.
Node.js npm MySQL PostgreSQL
UPL - Hardened zero-database file upload server. JWT auth, HMAC-SHA256 password hashing, three-tier rate limiting, Helmet.js security headers. Passed VigilForge security audit.
Node.js Express Tailwind CSS
RosaryGo - Fully offline Catholic prayer companion. Guides users through the Holy Rosary and Divine Mercy Chaplet. Optimized for low-power devices.
React Native
GloTrends - Global keyword and sentiment tracking dashboard. GDELT data pipeline, entity ranking by country, topic grouping, sentiment scoring. Sunset due to server constraints; source is open.
Angular SSR GDELT
Mailicia - Self-hosted email manager. Rich composer, templates, analytics, full data ownership.
Next.js
Transcribe - Audio transcription producing word-level and phrase-level subtitle files. Part of my faceless channel toolkit.
Node.js
Infrastructure and Utilities
Smaller systems that power other machines:
- Live Env - NPM package. Hot-reload
.envfiles intoprocess.envwithout restarting Node.js. Multiple env files, override priority. - WhatsApp Messaging Microservice - Reliable WhatsApp message delivery via Baileys. Powers Jarada notifications.
- ShortLinkService - JSON API for managing short links with persistence and security. Part of the Jarada system.
- llm-server-app-boilerplate - Full-stack boilerplate: Express + Expo (React Native) for rapidly building mobile apps with LLM backends.
Archives
Older systems, prototypes, and archived applications. They remain as documentation of earlier work:
234Ledger · Flare Network · TinRide · GDELT Utility · ScriptMS · OrgScriptMS · Mobile App Archives
What I Build
Most of my work falls into a few recurring areas:
- Data extraction and scraping systems
- Trading and market analysis engines
- Automation platforms and process orchestration
- AI-driven analysis tools and multi-agent systems
- Telegram-based control interfaces
- Offline-first mobile applications
- Infrastructure for running autonomous software
- Privacy-first and security-hardened services
Outside the Public Repositories
Some of the more interesting systems in this lab are private. Experimental infrastructure tools, trading systems still in operation, client work, and research projects. Only a fraction of the lab is visible here.
Contact
- Email - i@frvnkenstein.online
- Portfolio - frvnkenstein.online
- LinkedIn - linkedin.com/in/benedict-gbiang
- GitLab - gitlab.com/frvnkenstein
System online.
Personal projects
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About
I build systems from unlikely parts: data, APIs, AI models, and raw code, stitching them together until they come alive.