Prem Melville

  • Joined July 2019

Names

Prem Melville

Emails

****@gmail.com (Confirmed)
,
****@social-alpha.com

Career & Education History

Researcher
IBM, International Business Machines (us.ibm.com)
20062013
 
PhD student
University of Texas at Austin (cs.utexas.edu)
19992005
 

Advisors, Relations & Conflicts

PhD Advisor
20002005
 

Expertise

LLMs
Present
 
Large Language Models
Present
 
Foundation Models
Present
 
Prompt Engineering
Present
 
LLMs, Hallucination, Guardrails, Evaluation
Present
 
Active Learning
Present
 
Ensemble Methods
Present
 
Recommender Systems
Present
 
Social Media, social media analytics, social media analysis
Present
 
Finance
Present
 
RAG, retrieval augmented generation
Present
 
dual supervision
Present
 
sentiment analysis
Present
 
fashion
Present
 
information extraction
Present
 
OCR
Present
 
information retrieval
Present
 
vector databases
Present
 
deduplication, entity resolution
Present
 
chain of thought
Present
 
text classification
Present
 
predictive policing
Present
 
conduct surveillance
Present
 
recidivism prediction
Present
 
insider threat detection
Present
 
cybersecurity
Present
 
trading
Present
 
talent analytics
Present
 
customer targeting
Present
 
chatgpt
Present