Projects

A selection of projects showcasing full-stack development, AI integration, and scalable systems.

Featured

fbm affiliate program

Affiliate dashboard for a suite of AI chatbot products. Track clicks, conversions, rebills, upsells, and commissions in real-time. Includes a whitelabel solution for affiliates to create custom AI chatbot apps within minutes.

Key Features

Cross-app click and conversion attribution

Multi-schema PostgreSQL with schema separation

Creative distribution with embed tracking

6-layer defense-in-depth security architecture

CSV export with detailed conversion reports

Ruby on Rails Hotwire PostgreSQL Tailwind Docker Nginx

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podruga.ai codebase

Multi-tenant AI platform running 3 brands across 24 locales through domain-aware schema routing. Text, voice, image, video, infinite personalities, contextual learning. Whitelabel-ready, scales to thousands.

Key Features

Domain + locale based PostgreSQL schema isolation

Socket.IO chat with streaming LLM responses

Real-time voice, image and video generation - all uncensored

Multi-gateway payments: cards, crypto, locale-specific options

Tiered resource limits with guest-to-paid conversion

Vue.js FastAPI PostgreSQL Socket.IO LLMs Voice / TTS Image Gen

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fbm admin panel

Production-grade Rails 8 administrative dashboard for managing multiple AI chat applications. Multi-database, multi-tenant architecture with real-time analytics, user management, and read-only production database safeguards.

Key Features

Thread-safe tenant context with PostgreSQL schema isolation

Algorithmic fraud detection with IP-based risk scoring

LLM playground with SSE streaming responses

Payment aggregation across 6 processors

Centralized logging with Telegram/email alerts

Ruby on Rails Hotwire PostgreSQL Tailwind LLMs Chartkick

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botbase.uk

High-performance B2B lead generation platform for AI chatbot integration services. Rails 8, Docker multi-stage builds, Kamal orchestration, zero-downtime deploys. Sub-100ms TTFB.

Key Features

Zero-downtime deployments via Kamal

jemalloc memory optimization (~20% reduction)

HTTP/2 + Thruster compression layer

Multi-stage Docker build: 250MB image (70% reduction)

Dark/light theme without flash

Ruby on Rails Hotwire Tailwind PostgreSQL Docker Kamal

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abc parcel

AI-powered customer service demo showcasing conversational AI with RAG-enhanced responses and voice call capabilities. Built as a PWA with trilingual support (EN/ES/LT) and audio-reactive animations.

Key Features

Category-aware RAG with ChromaDB (40% relevance boost)

Voice call integration with audio-reactive UI

Mid-conversation language switching - text and voice adapt instantly

Lazy loading: 3s faster cold start, 200KB smaller bundle

Exponential backoff with timeout escalation

Vue.js FastAPI LLMs RAG Voice / TTS Nginx

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braket.uk

AI-powered math and physics tutoring platform with real-time streaming conversations, LaTeX rendering, image analysis for homework problems, and voice interaction. Named after bra-ket notation.

Key Features

Live LaTeX rendering during streaming responses

Socket.IO chunk-based streaming with throttling

MathLive equation editor with symbol palette

Image upload for homework problem analysis

Guest-to-registered seamless account upgrade

Vue.js FastAPI PostgreSQL Socket.IO LLMs Docker GitHub Actions

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Other Work

2k Media Ltd

Affiliate program with 5 paysites (video streaming). 300+ active affiliates, 5000+ paying subscribers at peak. Sold to a larger company and merged into their portfolio.

traffic network

Network of 20+ content sites generating 100k+ daily visitors. Built custom tooling for cross-site analytics, content management, and traffic optimization at scale.

side projects

Countless side projects, from blog networks to mass scraping pipelines. Some were sold, others died. Some fossils remain.