2024
Watch NLP Summit 2024
Day 1 | Open Source
Responsible AI Testing of Large Language Models
David Talby
CTO at John Snow Labs
The age of synthetic data and small LLMs
Loubha Ben-Allal
Machine Learning Engineer at HuggingFace
Spark NLP 5.5: Breaking Barriers in LLM Inference Scalabilit
Maziyar Panahi
Principal AI Engineer & Team Lead at John Snow Labs
Deconstructing Graph RAG: An Overview of Concepts and Methodologies
Prashanth Rao
AI Engineer at Kùzu, Inc.
Ray: Navigating the New AI Infra Challenges
Robert Nishihara
CEO & Co-Founder
at Anyscale
at Anyscale
Identifying and Mitigating Bias in AI Models for Recruiting
Katie Bakewell
Data Science Solutions Architect
at NLP Logix
at NLP Logix
Jason Safley
Data Science Solutions Architect at NLP Logix
Smart Documents: AI-Driven Query, Conversation, and Argumentation
Arthi Rajendran
Data Scientist at Arthi & AI
Using Generative AI to empower procurement teams with real-time competitor analysis
Scott Newman
Senior VP, Life Sciences at MiBA
Automated Testing of Bias, Fairness, and Robustness of Generative AI Solutions
Jessica Doucet
Product Manager at Pacific AI
Vector search without breaking the bank: Quantization and Adaptive Retrieval
Zain Hasan
Senior Developer Advocate at Weaviate
Lessons in Benchmarking: Earnings Call Summarization
Jacqueline Garrahan
Senior Machine Learning Engineer at
Aiera
Aiera
Haystack 2.0: Composable, Transparent, and Robust AI Applications
Malte Pietsch
Co-Founder at Deepset
Graph RAG for Explainable and Reliable LLMs
Leann Chen
Generative AI Developer Advocate at Diffbot
Text summarization for the clinical data
Arasu Narayan
Sr.Principal Data Scientist at Oracle Inc.
Unifying language models with knowledge graphs
Adi Tya
Co-Owner at
Naavi Network
Naavi Network
Scalable Entity Resolution With Python and ML
Sonal Goyal
Founder at Zingg.ai
Technical E-book Creation with LLMs and Agentic Frameworks
Altaf Rehmani
Senior Manager at HSBC
Day 2 | Healthcare
Measuring the Benefits of Healthcare Specific Large Language Models
Veysel Kocaman
Head of Data Science at John Snow Labs
Maximizing Patient Care through AI-Enhanced HCC Code Discovery
Abha Godse
Supervisor, AI & RPA at West Virginia University
Applying Healthcare-Specific LLMs to Build Oncology Patient Timelines and Recommend Clinical Guidelines
Vishakha Sharma
Senior Principal Data Scientist at Roche
Multi-Agent Based Agentic Workflow in Healthcare
Sanjay Basu
Senior Director at Oracle
Turning Straw into Gold: Building Patient Journeys from Raw Medical Data
David Talby
CTO at John Snow Labs
Deidentifying free-text patient notes: no need for tradeoffs
Ross Bierbryer
Head of Engineering at Dandelion Health
Automated Radiology Report Generation from Radiologist Impressions using Fine-Tuned LLAMA-3 Model: A Novel Approach
Abhinay Krishna Vellala
AI Researcher at Heidelberg University
Clinical Data in Sepsis Management – Comparative Analysis of Clinical Decision Support Systems at the Neonatal Intensive Care Units (NICU) in Hospitals
Karolina Tadel
PhD student, Digital Health Innovation Manager at Wroclaw Medical University
Turning Straw into Gold: Building Patient Journeys from Raw Medical Data
David Talby
CTO at John Snow Labs
Deidentifying free-text patient notes: no need for tradeoffs
Ross Bierbryer
Head of Engineering at Dandelion Health
Automated Radiology Report Generation from Radiologist Impressions using Fine-Tuned LLAMA-3 Model: A Novel Approach
Abhinay Krishna Vellala
AI Researcher at Heidelberg University
Clinical Data in Sepsis Management – Comparative Analysis of Clinical Decision Support Systems at the Neonatal Intensive Care Units (NICU) in Hospitals
Karolina Tadel
PhD student, Digital Health Innovation Manager at Wroclaw Medical University
Capabilities of LLMs and Few-Shot Learning: A study on Cardiac MRI Data
Pavithra Rajendran
NLP Technical Lead and Senior Data Scientist at Great Ormond Street Hospital NHS Trust
Sebin Sabu
NLP Data Engineer at Great Ormond Street Hospital NHS Trust
Delivering insights to clinicians with NLQ for patients data
Denis Chernenko
CEO at NLSQL
Reasoning in Natural Language: Assessing Large Language Model capabilities in Sentiment Analysis
Nicolay Rusnachenko
Research Fellow at Bournemouth University
Introducing the MultiCaRe Dataset: A Multimodal Case Report Dataset of Clinical Cases, Images, Labels and Captions
Mauro Nievas Offidani
MD, Data Scientist at National University of the South
The use of large language model in patient education
Yee Ang
Consultant at National Healthcare Group
AyurGPT: Fine-Tuning a Medical LLM for Multilingual Ayurveda Consultations
Anand Padia
Global Head & AVP, GenAI and Program Management at Trigent Software, Inc.
How Hospitals Can Effectively Use Machine Learning and AI in Neurosurgery
Tej Patel
Neurosurgery Researcher at Cedars Sinai
Development and evaluation of an artificial intelligence chatbot for menopause information
Alex Handy
Head of Data Science at Vira Health
LLMs Will Always Hallucinate, and We Need to Live With This
Ayushi Agarwal
Head of Data Science & Analytics at United We Care
Day 3 | Finance
Automating Systematic Reviews of Academic Research
Dia Trambias
Head of Product at John Snow Labs
Quantizing Large Language Models
Supriya Raman
AI Engineering Manager at IBM WatsonX Labs
A New Open Source Foundation for AI Data
Chang She
CEO & Co-Founder at Lance DB
Accelerating LLM App Development with the Open-Source Data Prep Kit
Petros Zerfos
Principal Research Scientist & Manager at IBM Research
The Importance of Context in Language Models
Alain Biem
Chief Data Science Officer at New York Life
Pedagogical and Strategic Utility of Large Language Models
Michelle Banawan
Academic Program Director at Asian Institute of Management
Generative adversarial networks (GANs) and Bayesian analysis for incorporating expert opinions into advanced credit risk models
Varun Nakra
VP, Credit Risk at Deutsche Bank
The Future of Financial Customer Engagement: Leveraging LLMs for Superior Financial Service
Kylie Li
Senior Data Scientist at Salesforce
Enhancing Marketing Campaigns with NLP: A Case Study on Data-Driven Decision Making in Consumer Analytics
Saurabh Kumar
Senior Manager, Data Science at Kraft Heinz Company
Optimizing Machine Learning Compute in Production with AWS SageMaker
Tony Song
Senior Machine Learning Engineer, ML at Capital One
Lessons learned deploying a LLM document processing system at scale
Mark Andersen
VP, Data Science & Analytics at Vendr
Stefan Jol
Director of Machine Learning at Vendr
Kushal Byatnaik
CEO at Extend
Techniques and tools for the evolving NLP landscape in Fintech
Sumedha Rai
AI Researcher at NYU Langone Health
Knowledge Management with Gen AI and RAG Challenges
Antonio Ponte
Global Deposits & Investment Product Manager at Citi
Sentiment Analysis on Company Self Disclosures
Suyash Sangwan
Senior Data Scientist at S&P Global