Shelby Heinecke
Scholar

Shelby Heinecke

Google Scholar ID: tS937l8AAAAJ
Salesforce Research
Artificial IntelligenceAI AgentsLLM AgentsMulti-Agent SystemsRecommendation Systems
Citations & Impact
All-time
Citations
1,134
 
H-index
16
 
i10-index
21
 
Publications
20
 
Co-authors
21
list available
Resume (English only)
Academic Achievements
  • No specific academic achievements like published papers or awards are provided.
Research Experience
  • Before Salesforce, sharpened expertise at Intel, IBM Research, MITRE, and the Department of Defense.
Education
  • Ph.D. in Mathematics (Machine Learning Theory) from the University of Illinois at Chicago; M.S. from Northwestern; B.S. from MIT.
Background
  • AI Leader • Research Innovator. As Senior AI Research Manager at Salesforce, leading a team to advance the next wave of enterprise AI, from AI Agents and On-Device AI to Small Language Models and Efficient LLMs. The work bridges research and real-world applications, transforming how businesses harness AI.
Miscellany
  • Energized by CrossFit, hiking, and public speaking. Loves mentoring, teaching, reading, and laughing with family, friends, and her cat.