# Portfolio Bio Content

**Version**: 2.0
**Last Updated**: January 2026
**Purpose**: Content source for `portfolio_app/pages/home.py`

---

## Document Context

| Attribute | Value |
|-----------|-------|
| **Parent Document** | `portfolio_project_plan_v5.md` |
| **Role** | Bio content and social links for landing page |
| **Consumed By** | `portfolio_app/pages/home.py` |

---

## Headline

**Primary**: Leo | Data Engineer & Analytics Developer

**Tagline**: I build data infrastructure that actually gets used.

---

## Professional Summary

Over the past 5 years, I've designed and evolved an enterprise analytics platform from scratch—now processing 1B+ rows across 21 tables with Python-based ETL pipelines and dbt-style SQL transformations. The result: 40% efficiency gains, 30% reduction in call abandon rates, and dashboards that executives actually open.

My approach: dimensional modeling (star schema), layered transformations (staging → intermediate → marts), and automation that eliminates manual work. I've built everything from self-service analytics portals to OCR-powered receipt processing systems.

Currently at Summitt Energy supporting multi-market operations across Canada and 8 US states. Previously cut my teeth on IT infrastructure projects at Petrobras (Fortune 500) and the Project Management Institute.

---

## Tech Stack

| Category | Technologies |
|----------|--------------|
| **Languages** | Python, SQL |
| **Data Processing** | Pandas, SQLAlchemy, FastAPI |
| **Databases** | PostgreSQL, MSSQL |
| **Visualization** | Power BI, Plotly, Dash |
| **Patterns** | dbt, dimensional modeling, star schema |
| **Other** | Genesys Cloud |

**Display Format** (for landing page):
```
Python (Pandas, SQLAlchemy, FastAPI) • SQL (MSSQL, PostgreSQL) • Power BI • Plotly/Dash • Genesys Cloud • dbt patterns
```

---

## Side Project

**Bandit Labs** — Building automation and AI tooling for small businesses.

*Note: Keep this brief on portfolio; link only if separate landing page exists.*

---

## Social Links

| Platform | URL | Icon |
|----------|-----|------|
| **LinkedIn** | `https://linkedin.com/in/[USERNAME]` | `lucide-react: Linkedin` |
| **GitHub** | `https://github.com/[USERNAME]` | `lucide-react: Github` |

> **TODO**: Replace `[USERNAME]` placeholders with actual URLs before bio page launch.

---

## Availability Statement

Open to **Senior Data Analyst**, **Analytics Engineer**, and **BI Developer** opportunities in Toronto or remote.

---

## Portfolio Projects Section

*Dynamically populated based on deployed projects.*

| Project | Status | Link |
|---------|--------|------|
| Toronto Housing Dashboard | In Development | `/toronto` |
| Energy Pricing Analysis | Planned | `/energy` |

**Display Logic**:
- Show only projects with `status = deployed`
- "In Development" projects can show as coming soon or be hidden (user preference)

---

## Implementation Notes

### Content Hierarchy for `home.py`

```
1. Name + Tagline (hero section)
2. Professional Summary (2-3 paragraphs)
3. Tech Stack (horizontal chips or inline list)
4. Portfolio Projects (cards linking to dashboards)
5. Social Links (icon buttons)
6. Availability statement (subtle, bottom)
```

### Styling Recommendations

- Clean, minimal — let the projects speak
- Dark/light mode support via dash-mantine-components theme
- No headshot required (optional)
- Mobile-responsive layout

### Content Updates

When updating bio content:
1. Edit this document
2. Update `home.py` to reflect changes
3. Redeploy

---

## Related Documents

| Document | Relationship |
|----------|--------------|
| `portfolio_project_plan_v5.md` | Parent — references this for bio content |
| `portfolio_app/pages/home.py` | Consumer — implements this content |

---

*Document Version: 2.0*
*Updated: January 2026*