Red Cross: Satellite Imagery for Disaster Assessment
Leverage modern machine learning and AI techniques to rapidly analyze the before and after satellite images of affected areas to assess damage.
dataCore
CENTER FOR DATA SCIENCE AND AI
Applied AI Execution with Institutional Strength
Organizations and universities increasingly need more than AI ideas. They need the capacity to implement, test, deploy, and sustain applied AI solutions in real settings.
At UMass Amherst, dataCore™ was created to meet that need — providing sustained, centralized AI engineering capacity that accelerates research, enables experiential learning, and strengthens real-world collaboration.
WHY DATACORE™ EXISTS
Many Institutions Face Challenges as Demand for Applied AI Grows
Challenges make it difficult to build momentum, retain knowledge, and deliver reliable technical execution across projects.
Limited Continuity in Project-based Staffing
Growing Demand for Applied AI Implementation
Fragmented Hiring and Onboarding
Grant-dependent Support Models Instability
WHAT DATACORE™ PROVIDES
dataCore™ Addresses Gaps with a Durable, Scalable Model
This model allows projects to move faster, maintain quality, and build institutional capability over time rather than starting from scratch each time.
- Centralized Recruitment and Onboarding
- Knowledge Continuity Across Projects
- Shared Technical and Engineering Standards
- An Integrated Experiential Learning Pipeline
- A Stable, Tiered Team Structure
Team engineers
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Active projects
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WHAT WE DO
Helping Partners Turn Promising Ideas into Usable Systems
Our work bridges the gap between research and implementation. dataCore™ works with university, industry, and public-sector partners to design and build applied AI and data solutions in areas such as:
CAPABILITY 1
Machine Learning & AI Applications
CAPABILITY 2
Natural Language Processing & Information Retrieval
CAPABILITY 3
Computer Vision
CAPABILITY 4
Predictive Analytics & Forecasting
CAPABILITY 5
Research-Enabling Tools & Decision Support Systems
ARTICLES
Read About Our Impact
International Phonetic Alphabet Transcription
Fine tune a speech recognition model to use the international phonetic alphabet.
The Nature Conservancy: Animal Image Detection for Wildlife Cameras
Use a computer-vision algorithm to automatically detect whether or not a photograph contains an animal for The Nature Conservancy to use with trail-cam footage.
WHY PARTNERS WORK WITH DATACORE™
Turn AI Exploration into Real Results
Partnering with dataCore™ means access to a team that combines applied engineering, university research depth, and emerging talent. We help organizations move from exploration to execution while benefiting from the strength of a major research university. dataCoreTM is built not only to deliver projects, but to create continuity, technical rigor, and long-term value.