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# My personal website ([https://baseddata.io](https://baseddata.io))
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# My personal website ([https://bitlab21.com](https://bitlab21.com))
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This site is made using [Hugo](https://gohugo.io/), a static website generator. The backend (which powers the api for getting data for the charts) is build in python and served using gunicorn.
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## Sam Chance | Analytics Engineer | MSc Marine Biology | United Kingdom
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***contact@sjplab.com***
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4 years experience working in the tech industry as a Data Analyst & Engineer for a geocoding firm in London. Strong educational background with two STEM degrees. Excellent communication skills with competence at articulating complex ideas to non-technical people.
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## Experience
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### Growth Analyst / Analytics Engineer | What3Words | May 2020 to Apr 2024 (4 years)
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*Engineered data pipelines and managed geospatial data for geocoding company that serves 200k daily users*
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- Engineered & implemented alerting system from scratch to detect anomalous behaviour in partner API usage, resulting in 30+ actionable alerts per month & facilitating service improvements to paying customers
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- Developed ETL orchestration platform using Airflow & DBT to automate 40+ DAGS & 140+ data models
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- Lead GIS project to map and classify company spatial data using OpenStreetMaps
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- Migrated data analytics from Firebase to Mixpanel, enhancing self-serviceability of analytics & reducing work-load of Data Team by 60% from ad-hoc requests
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- Architected 80% of company KPI dashboard used by external stakeholders & potential investors
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- Designed & implemented QA tool for Product Team to monitor potential issues in new app releases
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- Promoted to Analytics Engineer after starting as a Growth Analyst
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## Skills
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- **Data Warehousing**: BigQuery | Postgres
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- **Data Analysis & Modelling**: Python (pandas, numpy) & R (dplyr) | DBT | SQL | Data Pipeline Design & Development
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- **Data Visualization**: matplotlib | ggplot | Looker Studio | Apache ECharts
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- **Programming Languages**: *proficient*: SQL, Python, Bash, R | *learning*: JavaScript
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- **Workflow Orchestration**: Apache Airflow | Prefect
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- **Sysadmin**: Linux | Networking | SSH | Reverse Proxy (Nginx) | API Management | Containerization (Docker, LXC) | Nixos
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- **Geographic Information Systems**: ArcGIS | QGIS | PostGIS | GDAL | OpenStreetMaps
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- **Code Collaboration & Version Control**: Git, Github, Self Hosted Gitea
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- **CLI wizard**: Scripting (Bash, Python) | GNU Coreutils | Neovim
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- **Web Development**: Hugo | JavaScript/HTML/CSS | Apache ECharts
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- **Personal**: Full UK Driving License | Flexible Working | Remote Working | Autonomous Worker
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## Education
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### MSc Marine Biology | Bangor University | 1 year
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*Advanced theoretical & practical training with focus on GIS skills*
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- **Thesis**: "Quantifying the Effectiveness of Indonesia's Protected Areas at Preventing Mangrove Deforestation"
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* A GIS project that involved statistical modelling of satellite data using ArcGIS and R
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### BSc Marine Biology & Zoology | Bangor University | 3 years
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## Personal Websites
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- **https://semitamaps.com**: A free high-quality map printing service using self-hosted vector tiles generated from OpenStreetMaps and visualised with Maplibre.
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- **https://baseddata.io**: A site where I publish analytical content based on open data. Still a work in progress.
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- **https://git.bitlab21.com**: Self-hosted Gitea instance where I host my code.
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