HANS-INGE LANGØ
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I provide data science consulting for organizations that need rigorous, actionable insights from complex data. With over a decade of experience in research, analysis, and applied data science, I specialize in building tailored solutions that help clients solve pressing challenges and make evidence-based decisions.

What I Do
I design and deliver end-to-end analytical solutions, from data collection and cleaning to advanced modeling and interpretation. My work often combines:
  • Machine learning & predictive modeling – supervised and unsupervised approaches, including random forests, clustering, and regularized regression.
  • Natural language processing (NLP) – custom sentiment dictionaries, named entity recognition, and text classification pipelines.
  • Geospatial analysis – linking demographic, political, and economic indicators to geographic units such as precincts, counties, and districts.
  • Evaluation & strategy – turning technical results into clear, actionable recommendations for decision-makers.

Selected Clients
  • Ropes & Gray LLP – Developed a validation framework for private equity risk scoring using large language models and clustering algorithms; delivered predictive models and portfolio analysis for a multibillion-dollar asset manager.
  • The Carter Center – Evaluated a high-profile program using sentiment analysis on 1.15 million social media posts and political candidate data; applied geospatial and statistical methods to provide programmatic recommendations.
  • Center for Strategic and Budgetary Assessment – Audited machine learning and regression models to improve defense cost estimation and support U.S. strategic planning.

Why Work With Me
  • Deep expertise: PhD-trained data scientist with experience across law, policy, defense, and nonprofit sectors.
  • Collaborative approach: Comfortable working with technical experts, executives, and practitioners to align solutions with organizational needs.
  • Proven results: Track record of delivering projects on time, exceeding client expectations, and translating complex analysis into actionable insights.

Get in Touch
If you’d like to discuss a project or learn more about my consulting services, you can reach me at hansinge.lango[at]gmail.com.


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  • Home
  • Bio and CV
  • Portfolio
  • Consulting
  • Research
  • Teaching