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MSC Labs

Independent software studio in Kütahya: web tools, Android apps, applied computer vision

MSC Labs

A one-person independent software studio in Kütahya, Türkiye. We build small tools for everyday tasks that involve calculating, recording or keeping track of something — on the web and on Android. Alongside them runs one applied computer-vision research project.

msclabs.tr · muhammedsaidcakir@msclabs.tr

Products

Product Platform What it does Status
iş hesaplama Web Calculators for employee rights: overtime pay, timesheets, annual leave, notice period, weekly hours. Each result cites the Labour Act article it rests on. Live
Mesai Defteri Android Log your shifts and see your overtime pay. Overtime is counted week by week against the 45-hour limit, not from monthly totals. Testing
Harf Yolu Android Link neighbouring letters on a 4×4 grid and find Turkish words in 90 seconds. Letters are weighted by real Turkish frequency. Testing
Fatura Defteri Android Keeps household bills in one place and reminds you before the due date. Reads the bill from a photo, on the device. In development

The products are in Turkish and built for users in Türkiye. Their source code is private.

Research

livestock-health-vision — computer vision for spotting health problems in farm animals. It does not build another classifier. It builds what sits around one: tracking, identity, a baseline for each animal, calibrated alerts with an evidence clip. The first target is lameness in dairy cattle, filmed at a milking-parlour exit lane with one RGB camera.

Phase 0 runs end to end on public datasets. Phase 1 needs a cooperating dairy farm; the farm brief says what we would ask of one.

Python · PyTorch · Ultralytics · DuckDB · AGPL-3.0

How we work

Four rules. A product idea that breaks one of them is not built. The order is deliberate: accuracy comes before speed.

  1. Show the source. Every result states the rule, law article or input it rests on. A number nobody can check is not published.
  2. Don't ask for data you don't need. The current products work without an account. What you enter stays on your device, and every product shows how to delete it. Where an app shows ads, its privacy policy lists what the ad SDK collects.
  3. Design for Turkish. Language, dates, money and capitalisation (İ/i, I/ı) follow Turkish rules. Text is written in everyday language, not legal jargon.
  4. Build from one foundation. All four products share one design system: the same type, the same spacing scale, WCAG 2.1 AA contrast at minimum. Only colour and icon differ.

Stack

Flutter for Android · Astro for static web · Cocos Creator and TypeScript for the game · Python for research. Design tokens are generated from a single source for all of them.

Popular repositories Loading

  1. livestock-health-vision livestock-health-vision Public

    Computer vision for detecting and monitoring livestock health issues on farms — POC. First target: dairy cattle lameness at a constrained parlour exit lane.

    Python

  2. .github .github Public

    MSC Labs organization profile

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