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Stanislav Horváth
Standa HorváthFullstack Developer
SaaSAINext.jsPythonLLMEmbedding

Continuum Tracker

Continuum Tracker is an AI platform for product teams. It connects feedback collection, backlog structuring, variant prioritization, and automatic presentation generation for management. Everything in one place, no tool switching.

I've been working on the project as an AI developer since 2026.

How It Works

A product team collects inputs from various sources. AI automatically groups them into thematic clusters and creates a structured backlog. The team then compares development variants with AI that learns from real product markets. The result is turned into a presentation ready for management.

Technology

Next.js

Frontend application built on Next.js with full SSR support and the modern React ecosystem.

Python

Backend and AI pipeline built in Python. Data processing, feedback analysis, and language model integration.

LLM & Local Models

A combination of cloud and local language models for feedback analysis, backlog generation, and presentation creation.

Embedding

Vector representations for semantic comparison of inputs, pattern discovery, and connecting feedback with market data.

<SH/>Standa Horváth Copyright © 2001-2026 Fyzická osoba zapsaná v Živnostenském rejstříku od 6. 3. 2015,
evidovaná magistrátem města Liberce. IČO: 03866068