Student-built systems lab

Useful AI products, hardware curiosity, and proof-based build work.

SokaTech is Soka’s public lab for learning by shipping: Playro, PureFind, local infrastructure experiments, Roblox tooling, automation workflows, and technical notes. Finished work is separated from prototypes and anything unverified is marked clearly.

See verified builds Review proof of work

Student builder Roblox + AI tools Homelab infrastructure GitHub + Cloudflare shipping

Proof of work

Current builds, experiments, infrastructure, and notes in one honest map.

Each item separates status from evidence so the site reads like an active lab, not a fake company pitch.

Playro

Public

Desktop-first Roblox AI builder concept for helping creators move from prompt to playable game systems.

Demo context GitHub

PureFind

Public

Cleaner product discovery and research tool focused on useful evidence instead of low-quality affiliate clutter.

Preview GitHub

Lab Infrastructure

In progress

Local infrastructure used as a testing ground for Docker services, local AI workflows, and systems automation.

Architecture diagram planned

Systems Experiments

Needs proof

Automation and applied systems ideas that need screenshots, logs, demos, or write-ups before they are presented as proven.

Proof coming soon

Technical Notes

In progress

Short build logs and lab notes about Roblox tooling, homelab learning, local AI automation, and project decisions.

Note ideas

Current builds

Verified public builds stay separate from experiments.

These are the two public projects SokaTech can point to today. Everything else is marked as a prototype, experiment, or Needs proof.

Playro

Public

Desktop-first Roblox AI builder concept for helping creators move from prompt to playable game systems.

GitHubDemo/screenshot slot ready

PureFind

Public

Cleaner product discovery and research tool focused on useful evidence instead of low-quality affiliate clutter.

Preview GitHub

Lab experiments

Explorations are useful, but they need evidence before they become claims.

These cards are intentionally conservative. They create room for screenshots, build logs, and demos later without making unfinished work sound launched.

Autonomous Video Factory

Needs proof

Planned/in progress automation experiment. Needs logs, workflow screenshots, and output examples before being described as a working system.

Proof coming soon

Retail Inventory Forecasting

Needs proof

Applied automation idea for sales data parsing, stock tracking, and restocking forecasts. Needs sample data flow proof.

Proof coming soon

Hermes-Roblox / Roblox Luau tooling

In progress

Roblox tooling exploration connected to Playro and Luau workflows. Public project context exists, detailed proof slots are still being filled.

GitHubBuild log planned

Local AI / Homelab automation

Needs proof

Local AI and automation experiments around the homelab. Specs and runtime data are not claimed until screenshots or logs are added.

Dashboard screenshot needed

Lab infrastructure

The Lab

Hardware curiosity backed by actual deployments. SokaTech uses local infrastructure as a testing ground for Docker services, local AI workflows, and systems automation.

ServerUnraid homelab

CPUNeeds proof

RAMNeeds proof

GPUNeeds proof

ServicesDocker containers / local AI / automation tools

Evidence slot: dashboard screenshot
Evidence slot: architecture diagram
Evidence slot: uptime or log screenshot

Systems case studies

Case-study shells ready for proof.

The format forces every systems claim to show the problem, stack, evidence, status, and learning before it is treated as complete.

Autonomous Video Factory

In progress

Local-first automation pipeline exploring how tools like n8n, ComfyUI, Ollama, and local generation models can connect into a repeatable content workflow.

ProblemRepeatable content workflow needs proof.

SystemLocal-first automation pipeline.

Stackn8n, ComfyUI, Ollama, local models.

EvidenceNeeds proof: workflow screenshot, output sample, logs.

Current statusNeeds proof / In progress.

What I learnedPlaceholder for a build log after evidence is added.

Retail Inventory Forecasting

Needs proof

Applied automation project for parsing sales data, tracking stock levels, and forecasting restocking needs.

ProblemMake restocking decisions easier from messy sales data.

SystemParser, stock tracker, forecast layer.

StackNeeds proof before naming exact tools.

EvidenceNeeds proof: sample input, forecast output, chart.

Current statusNeeds proof.

What I learnedPlaceholder for lessons after a verified build pass.

Technical notes

Build logs and lab notes, static for now.

These are lightweight note stubs so the site can grow into a technical portfolio without needing a full CMS on day one.

Why SokaTech is a student-built systems lab

Planned note about honest positioning and learning by shipping.

Building Playro as a Roblox AI workflow experiment

Planned note about the Playro concept and Roblox creator workflows.

What I’m learning from homelab infrastructure

Planned note for Unraid, Docker, and local automation lessons.

Local-first AI automation experiments

Planned note for automation experiments after proof is captured.

Roblox tooling and Luau notes

Planned note for Luau scripting and tooling observations.

Manual status

Recent Lab Activity

This is not live data. It is a manually updated status block until real dynamic sources are connected.

> STATUS: Building public project pages

> CURRENT BUILD: Playro / PureFind

> NEXT: Lab Infrastructure write-up

> UPDATED: Manual update

“Student interested in robotics, embedded systems, and AI tools, building the portfolio in public.”

SokaTech profile

✓

Student profileClear context: student builder interested in robotics, embedded systems, AI tools, and useful software.

✓

Builder credibilityPublic builds, infrastructure placeholders, and prototypes are separated from claims that still need proof.

✓

Serious early-stage labSokaTech can represent current work while staying honest about what is planned, in progress, or still needs evidence.

Contact

For collaborators, tools teams, and builder programs.

SokaTech is the portfolio and project lab of a student interested in robotics, embedded systems, and AI tools. If you support ambitious student builders, Soka is open to the right conversation.

sokabusiness@sokatech.xyz GitHub: sokalabs