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# Portfolio Bio Content
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**Version**: 2.0
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**Last Updated**: January 2026
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**Purpose**: Content source for `portfolio_app/pages/home.py`
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---
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## Document Context
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| Attribute | Value |
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|-----------|-------|
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| **Parent Document** | `portfolio_project_plan_v5.md` |
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| **Role** | Bio content and social links for landing page |
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| **Consumed By** | `portfolio_app/pages/home.py` |
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---
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## Headline
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**Primary**: Leo | Data Engineer & Analytics Developer
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**Tagline**: I build data infrastructure that actually gets used.
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---
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## Professional Summary
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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.
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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.
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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.
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---
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## Tech Stack
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| Category | Technologies |
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|----------|--------------|
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| **Languages** | Python, SQL |
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| **Data Processing** | Pandas, SQLAlchemy, FastAPI |
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| **Databases** | PostgreSQL, MSSQL |
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| **Visualization** | Power BI, Plotly, Dash |
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| **Patterns** | dbt, dimensional modeling, star schema |
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| **Other** | Genesys Cloud |
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**Display Format** (for landing page):
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```
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Python (Pandas, SQLAlchemy, FastAPI) • SQL (MSSQL, PostgreSQL) • Power BI • Plotly/Dash • Genesys Cloud • dbt patterns
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```
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---
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## Side Project
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**Bandit Labs** — Building automation and AI tooling for small businesses.
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*Note: Keep this brief on portfolio; link only if separate landing page exists.*
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---
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## Social Links
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| Platform | URL | Icon |
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|----------|-----|------|
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| **LinkedIn** | `https://linkedin.com/in/[USERNAME]` | `lucide-react: Linkedin` |
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| **GitHub** | `https://github.com/[USERNAME]` | `lucide-react: Github` |
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> **TODO**: Replace `[USERNAME]` placeholders with actual URLs before bio page launch.
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---
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## Availability Statement
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Open to **Senior Data Analyst**, **Analytics Engineer**, and **BI Developer** opportunities in Toronto or remote.
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---
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## Portfolio Projects Section
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*Dynamically populated based on deployed projects.*
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| Project | Status | Link |
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|---------|--------|------|
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| Toronto Housing Dashboard | In Development | `/toronto` |
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| Energy Pricing Analysis | Planned | `/energy` |
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**Display Logic**:
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- Show only projects with `status = deployed`
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- "In Development" projects can show as coming soon or be hidden (user preference)
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---
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## Implementation Notes
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### Content Hierarchy for `home.py`
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```
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1. Name + Tagline (hero section)
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2. Professional Summary (2-3 paragraphs)
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3. Tech Stack (horizontal chips or inline list)
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4. Portfolio Projects (cards linking to dashboards)
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5. Social Links (icon buttons)
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6. Availability statement (subtle, bottom)
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```
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### Styling Recommendations
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- Clean, minimal — let the projects speak
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- Dark/light mode support via dash-mantine-components theme
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- No headshot required (optional)
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- Mobile-responsive layout
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### Content Updates
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When updating bio content:
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1. Edit this document
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2. Update `home.py` to reflect changes
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3. Redeploy
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---
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## Related Documents
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| Document | Relationship |
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|----------|--------------|
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| `portfolio_project_plan_v5.md` | Parent — references this for bio content |
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| `portfolio_app/pages/home.py` | Consumer — implements this content |
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---
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*Document Version: 2.0*
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*Updated: January 2026*
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