Mark Conway

Director of AI | Software Builder | Data Scientist | Machine Learning Engineer

Mark Conway is a highly skilled data scientist and machine learning expert currently working in a stealth mode position.1 His LinkedIn profile provides insights into his extensive experience and expertise in the field of artificial intelligence and data science:

Professional Experience

Current Role: Mark is currently working as a Data Science Consultant at Ahold Delhaize USA in Chicago, Illinois.1 In this role, he has been focusing on:

Implementing Large Language Models (LLMs) for semantic search and substitution
Developing Learning-To-Rank (LTR) models for personalized customer recommendations
Creating an NLP Evaluation Toolkit for search and substitution

Previous Positions:

Head of Machine Learning at Scottfree Analytics LLC (May 2017 - Present)
Principal Data Scientist at Deloitte (September 2021 - July 2022)
Data Science Consultant at FIS (January 2020 - July 2021)
Senior Data Scientist at Walmart (July 2014 - May 2017)

Key Achievements

Open-source Contribution: Mark is the sole developer of AlphaPy, an AutoML framework for trading and sports, which has been downloaded over 132,000 times.1 2
Consulting Experience: He has provided data science consulting services to Fortune 500 and international clients through Scottfree Analytics LLC.1
AI-driven Retail Platform: At Deloitte, Mark defined business requirements for an AI-driven retail shopping platform, incorporating multiple models for various analytical purposes.1
Synthetic Data Innovation: While at FIS, he persuaded the executive team to sell Synthetic Data, leading to $75M in potential contract deals.1

Technical Expertise

Mark's skillset includes:

Machine learning and deep learning techniques
Natural Language Processing (NLP)
Large Language Models (LLMs)
AutoML frameworks
Big data technologies (e.g., Spark, Hadoop)
Causal inference and A/B testing

Mark Conway is described as a "rare breed of data scientist" who combines superior statistical and mathematical acumen with technical expertise.1 His diverse experience across multiple industries and his contributions to open-source projects demonstrate his commitment to advancing the field of artificial intelligence and data science.