Paul N

Campaigner

Greenpeace • Part-time

May 2024 - Present • 2 yrs

Deforestation Tracking Using ML models on satellite imagery to detect illegal forest clearing in real time — particularly in the Amazon and Southeast Asia Illegal Fishing Detection Analyzing Global Fishing Watch data to identify vessels going dark (turning off AIS transponders) — a sign of illegal activity Climate Modeling Processing NOAA and NASA datasets to visualize and communicate climate change impact Oil Spill Monitoring Using remote sensing data and ML to detect and track oil spills at sea Disinformation Tracking NLP models to identify coordinated climate denial campaigns on social media

Data Scientist

Amazon • Full-time

Jan 2019 - Apr 2024 • 5 yrs 3 mos

Data Analysis & Modeling Build and deploy machine learning models at scale to solve business problems Analyze large, complex datasets using statistical methods and ML techniques Develop predictive models for areas like demand forecasting, customer behavior, and recommendations Business Impact Translate ambiguous business questions into well-defined data science problems Identify opportunities where data/ML can drive measurable impact Present findings and recommendations to senior stakeholders and leadership Experimentation Design and analyze A/B tests to evaluate product/feature changes Develop metrics and measurement frameworks for experimentation Drive data-informed decision-making across teams Engineering Collaboration Partner with software engineers to productionize models Work with data engineers to ensure clean, reliable data pipelines Integrate ML solutions into Amazon's systems and products