Jamie Christian II • Product Analyst • Data Analyst • Growth Analyst
This repository showcases end-to-end Product Analytics projects designed to mirror real work performed by Product Analysts, Growth Analysts, and Data Analysts at modern tech companies.
Each project follows a professional workflow:
Business Question → Data Exploration → Analysis → Insights → Recommendations → Impact
These projects demonstrate not just technical skills, but the ability to:
- Think like a product partner
- Communicate insights clearly
- Tie metrics directly to business decisions
- About Me
- Skills & Tools
- Featured Projects
- Project Folders
- Dashboards
- Why This Portfolio Stands Out
- Contact
I'm a Product & Data Analyst with a strong focus on translating complex data into clear, actionable product decisions.
I build analytics projects the same way real teams operate: structured, business-driven, and stakeholder-ready.
Core strengths:
- KPI frameworks & metrics design
- Funnel & conversion optimization
- Retention, churn & cohort analysis
- User behavior & lifecycle analysis
- Product experimentation thinking
- Executive-ready dashboards
- Business storytelling with data
- SQL (joins, CTEs, window functions, segmentation)
- Python (pandas, exploratory analysis, data cleaning)
- Excel (models, metrics tables, structured analysis)
- Power BI (executive dashboards)
- Tableau (exploratory + storytelling dashboards)
- Funnel Analysis
- Cohort Analysis
- Retention & Churn Modeling
- Conversion Rate Optimization
- Behavioral Segmentation
- KPI Architecture
- User Journey Mapping
- Revenue & Growth Analysis
Click any project to explore full datasets, SQL, analysis, dashboards, and insights.
| Project | Focus Area | Key Skills |
|---|---|---|
| 01 — E-commerce Funnel Optimization | Conversion optimization | Funnel analysis, drop-off diagnosis, prioritization |
| 02 — Streamflow SaaS Product Analytics | SaaS metrics & engagement | Activation, retention, product health |
| 03 — User Journey to First Purchase | Behavioral analytics | Journey mapping, touchpoint effectiveness |
| 04 — Conversion, Retention & Revenue KPIs | KPI frameworks | Executive metrics, performance tracking |
| 05 — Conversion Funnel Revenue Analysis | Revenue analytics | Impact sizing, business prioritization |
Each project folder includes:
- 📁 Dataset (CSV / Excel)
- 📄 SQL queries
- 🐍 Python analysis (where applicable)
- 📊 Dashboard screenshots
- 🧠 Written insights
- 📌 Recommendations for product teams
This structure mirrors how analytics work is documented in real organizations.
Dashboards across the projects include:
- KPI scorecards
- Funnel visualizations
- Trend analysis
- Segmentation views
- Executive-style layouts
Designed to look like what a:
VP Product, Growth Lead, or PM would actually review
✔ Business-first thinking (not just charts)
✔ Clear connection between metrics and decisions
✔ Strong communication & structure
✔ Realistic workflows (not toy examples)
✔ Professional documentation
✔ Recruiter-friendly navigation
This portfolio demonstrates readiness for roles such as:
- Product Analyst
- Growth Analyst
- Data Analyst
- Business Analyst
🔗 LinkedIn:
👉 https://www.linkedin.com/in/jamiechristian2
💻 GitHub:
👉 https://github.com/JamieChristian22
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