Alliom (Spring 2025)
Predicting housing values at the zip-code level with machine learning.
Impact
Gives Alliom a benchmarked zip-code-level housing-value forecasting model and a view of its monetization and compliance questions, to help judge whether the product is viable.
What we delivered
- Viability assessment and data sourcing
- Model refinement and benchmarking
- Business strategy
Skills used
- Machine learning
- Time-series forecasting
- LSTM
- Data sourcing
- Model benchmarking
- Monetization strategy
- Legal and compliance research
Good fit if you study (suggested)
- Computer Science
- Data Science
- Statistics
- Mathematics
- Finance
- Economics
- Real estate interest
- Pre-law interest