Curate a Domain Lexicon for a Climate-Tech NLP Stack
Overview
What this challenge is about.
Build a multilingual climate-tech lexicon, integrate it as a spaCy EntityRuler, and evaluate NER gains for a verifiable certificate.
The scenario
The non-profit (~25 staff) is grant-funded and explicitly rewarded for releasing reusable language-tech resources for African policy work.
The Brief
What you'll do, and what you'll demonstrate.
Lift NER on African climate-policy documents by curating a domain lexicon and integrating it into a spaCy pipeline.
Earning criteria — what you'll demonstrate
- Curate a domain lexicon with multilingual variants
- Integrate a lexical resource into a spaCy pipeline
- Evaluate NER lift from a lexical-resource integration
- Author methodology notes suitable for grant reporting
Program Fit
Where this fits in your program.
Sharpens the same skills your degree expects you to demonstrate.
Aligned coursework coming soon.
Skills
Skills you'll demonstrate.
Each one shows up on your verified credential.
- Lexical Resources
Apply lexical resources to solve real industry problems and demonstrate production-level capability.
- Named Entity Recognition
Apply named entity recognition to solve real industry problems and demonstrate production-level capability.
- Spacy
Apply spacy to solve real industry problems and demonstrate production-level capability.
- Multilingual Nlp
Apply multilingual nlp to solve real industry problems and demonstrate production-level capability.
- Wikidata
Apply wikidata to solve real industry problems and demonstrate production-level capability.
- Evaluation
Apply evaluation to solve real industry problems and demonstrate production-level capability.
Careers
Career paths this challenge builds toward
Completing this challenge demonstrates skills that transfer directly to these roles:
NLP Engineer
Lexicon curation and spaCy pipeline integration is core NLP-engineer work in any domain-specific NLP product.
This challenge sharpens
- lexical-resources
- named-entity-recognition
- spacy
Data Engineer
Curating and publishing a reusable lexical resource is the data-engineering skillset that open-data orgs hire for.
This challenge sharpens
- lexical-resources
- wikidata
- multilingual-nlp
Applied AI Scientist
Methodology-driven lift on a benchmark with honest limits is the day-to-day of applied AI scientists in research-grade NLP work.
This challenge sharpens
- named-entity-recognition
- evaluation
- multilingual-nlp