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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** and creating **dashboards** to track company metrics. My
-personal interests are focussed around IT and systems administration which has
-helped me build a broad set of skills that gives me a unique ability to approach
-and **solve novel problems** creatively and holistically. I work well in both
-small and highly focussed teams or independently and autonomously with minimal
-managerial oversight.
+**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
-- Workflow management with Apache Airflow
 - Data monitoring and alerting
+- Workflow management with Apache Airflow
 - Statistical Analysis
 - Programmatic data visualisation
 - Geographic information systems
@@ -27,22 +28,22 @@ managerial oversight.
 - (learning) Javascript, Nix
 
 ### Tech
-- Git
+- 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
+### 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 data models using DBT
+- 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
+### 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
+### BSc Marine Biology & Zoology | Bangor University | 2008 to 2011