TungByte - Data & Automation

Automate the repetitive work behind your online business.

I build custom data collection, monitoring, AI, and workflow automation systems.

Featured case study

TCG Market Intelligence & Automation Platform

A private system built to run an actual trading-card e-commerce operation: collecting marketplace data, normalizing products, tracking prices over time, and surfacing buying and selling opportunities.

Private / Personal Business System / Active Development

System flow

  1. 1

    Marketplaces

    Data pulled from multiple marketplaces and APIs

  2. 2

    Collection

    Scheduled scraping and API ingestion

  3. 3

    Normalization

    Canonical product identification and deduplication

  4. 4

    PostgreSQL

    Historical pricing and market statistics

  5. 5

    Analysis

    Price trends, arbitrage and opportunity detection

  6. 6

    Decisions

    Buying and selling decisions, listings, automation

What it demonstrates

  • Multi-marketplace data collection on a schedule
  • Canonical product matching across inconsistent listings
  • Historical price data stored in PostgreSQL for analysis
  • Opportunity detection on top of normalized market data
  • Built end-to-end as a solo developer

Built for my own e-commerce operation, not client work. It is not a public product. Sensitive credentials and third-party data are not shown.

Services

What I can take off your plate

Sold as outcomes, not technologies. Each system is built around a specific piece of repetitive work.

Data Collection

Stop copying data by hand. I build systems that gather it on a schedule, reliably and repeatedly.

  • Website data extraction
  • Public web data collection
  • API-based data ingestion
  • Browser automation
  • Product & catalog collection
  • Competitor monitoring
  • Marketplace data collection
  • Scheduled data gathering

Workflow Automation

Turn repetitive digital work into workflows that run themselves and notify you only when it matters.

  • Repetitive browser workflows
  • Spreadsheet & database automation
  • Business process automation
  • Scheduled workflows
  • Notifications & alerts
  • API-to-API integrations
  • CRM & data synchronization
  • Internal business tools

AI-Powered Workflows

Use LLMs where judgment is fuzzy and deterministic code everywhere else, so the system stays reliable.

  • Classification
  • Information extraction
  • Summarization
  • Semantic matching
  • Research
  • Categorization
  • Natural-language processing
  • Document processing

Data Systems

Give collected data a home so it can answer questions, not just pile up in a folder somewhere.

  • PostgreSQL databases
  • Historical data
  • Data normalization
  • Deduplication
  • Change detection
  • Data pipelines
  • Dashboards
  • APIs

Demonstrations

Automation you can actually look at

Demonstration projects and sample output. These show how the systems work, not client results.

Competitor Price Monitoring

Website monitoring
Sources monitored
8
Products tracked
4,821
New products
37
Price changes
84
Out-of-stock changes
16

Sample output shown for demonstration. Figures are illustrative, not client results.

Process

How a project runs

Fixed scope where it makes sense, so you know what you are getting before it starts.

  1. 01

    Describe the problem

    You explain the repetitive workflow and what it costs you in time or missed information.

  2. 02

    Scope a concrete fix

    I turn that into a fixed-scope proposal: what it collects, what it produces, and what it costs.

  3. 03

    Build and verify

    I build the system, you see it running against real data, and we fix whatever the data reveals.

  4. 04

    Run and maintain

    It runs on a schedule. I keep it working as sources change, with monitoring and support if you want it.

About

A developer who runs an online business, not a generic agency.

I started building automation because I was running my own trading-card e-commerce operation and kept hitting the same problem: too much of it was repetitive digital work that software should handle.

So I built it. Data collection, marketplace APIs, normalized product catalogs, historical pricing, analysis, and parts of the selling workflow. That system is still in active development and it is the honest reason I can build these systems for other people.

TungByte is how I extend that same capability to other online businesses. Small and technical by design: a direct line to the developer, with no middlemen whatsoever.

  • •Deterministic code by default, LLMs only where judgment is genuinely useful
  • •Real systems against real data, not slideware
  • •No unnecessary infrastructure before it earns its place
  • •You work directly with the person building the thing

Contact

Tell me what you are doing by hand

Describe the repetitive workflow and what it costs you. I will reply with whether it is worth automating and roughly what it would take.