baseddata.io/content/cv.md

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## Sam Chance | UK | [https://baseddata.io/about-me](https://baseddata.io/about-me)
***contact@sjplab.com***
**Analytics Engineer** with over 4 years experience designing and implementing
comprehensive analytics solutions with focus on **data modelling** and building
**data pipelines**. Proficient in **SQL** and **Python**, with expertise in
**data warehousing**, creating company **dashboards** and building bespoke
alerting systems from scratch. My personal interests are focused on IT and
systems administration, which has helped me develop a broad set of skills. This
enables me to **solve novel problems** creatively and holistically. I work well
in both small and highly focussed teams or independently and autonomously with
minimal managerial oversight.
## Skills
### Data and Engineering
- GCP services such as BigQuery
- Data modelling using DBT
- Data quality and testing
- Data monitoring and alerting
- Workflow management with Apache Airflow
- Statistical Analysis
- Programmatic data visualisation
- Geographic information systems
### Programming
- (proficient) SQL, Python, Bash,
- (capable) R, Lua
- (learning) Javascript, Nix
### Tech
- Version control and codebase collaboration using Git
- AI tools such as Ollama, Langchain, Open Interpreter
- Systems administration, networking, security and self-hosting
- Web development
- CLI Wizard
## Work Experience
### Growth Analyst / Analytics Engineer | What3Words | May 2020 to Apr 2024
- Designed and implemented alerting system in Python from scratch to monitor partner API usage
- Built data pipelines and dashboard for company wide KPI metrics
- Assisted with migrating data from Firebase to Mixpanel
- Built various QA tools to assess and monitor data quality
- Started as a growth analyst, then promoted to analytics engineer
## Education
### MSc Marine Biology | Bangor University | 2017 to 2018
- Thesis: "Quantifying the Effectiveness of Indonesia's Protected Areas at Preventing Mangrove Deforestation"
### BSc Marine Biology & Zoology | Bangor University | 2008 to 2011