Welcome! — I’m Fari, Founder of DataInsideData.com

⚒️ This site is a living workspace where I document how I:

  • build analytics systems,
  • ship real projects,
  • and turn complex data into decisions.

If you’re new, this page will help you find the most relevant entry point quickly.

🧠 What Data Inside Data is about

Data Inside Data exists to show the thinking behind the build.

Not just:

  • tools
  • dashboards
  • code

…but:

  • structure
  • architecture
  • trade-offs
  • lessons learned in production

🚀 Start here if you want the big picture

  • Projects → How I design and ship systems
    👉 View Projects

  • Posts → Tutorials, walkthroughs, and technical deep dives
    👉 Read the Blog

1️⃣ Measuring outcomes: Data analysis & decision‑ready insights

(General analytics projects — business, operations, and exploratory data work)

If you care about exploring complex datasets, turning raw data into decisions, understanding real‑world patterns, and building analysis that drives action:

  • Exploratory data analysis (EDA)
  • Business & operational analytics
  • SQL‑driven performance insights
  • Weather‑based and environmental analysis
  • Real‑world data storytelling

📌 Examples:

  • Coffee weather analysis for coffee producers
  • Ad‑hoc performance analysis for a wholesale food suppliers

(CareerSpring outcomes analytics will be added later once NDA details are finalized.)

2️⃣ Applied data science & ML

If you’re here for modeling and ML:

  • Computer vision classifiers
  • From notebooks → applications
  • Practical evaluation & iteration

📌 Links added as projects go live.

3️⃣ Building & shipping on the web (DevOps / Cloud)

If you’re learning how to deploy real work:

  • Jekyll + GitHub Pages
  • CI/CD with branches & PRs
  • Custom domains via AWS Route 53

👉 Start with: From Zero to Live: Jekyll + GitHub Pages + Route 53

🧭 Choose your path

  • Recruiters / hiring managers
    → Start with Projects and About

  • Nonprofit & program leaders
    → Start with outcomes analytics and dashboards

  • Learners & builders
    → Start with Posts and follow the project breakdowns

🤝 Want to collaborate?

If you’re interested in:

  • analytics pipelines
  • data modeling & reporting
  • automation & reproducible workflows
  • documentation-first engineering, etc.

📩 visit the Contact page.