Rich Guilmain
Data AnalystFull Stack AI/ML Engineer
Self-employed
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Full Stack AI/ML Engineer
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Machine Learning Engineer interested in solving high-value problems, with particular interests in multi-tool retrieval-augmented generation (RAG) agents, molecular/protein design, and election science.
Georgia Institute of Technology
Master of Science (M.S.), Computer Science
January 1, 2014 – January 1, 2016
University of Rhode Island
Bachelor of Science (B.S.), Computer Science
January 1, 2008 – January 1, 2012
Self-employed
Machine Learning Engineer
April 1, 2022 – Present
Remote
Pluralsight
Senior Machine Learning Engineer - Search Technical Lead
June 1, 2019 – April 1, 2022
Boston, MA · Hybrid
Information Sciences Institute
Machine Learning Research Programmer
November 1, 2017 – March 1, 2019
Waltham, MA · On-site
FarSounder
Software Engineer
August 1, 2011 – November 1, 2017
Warwick, RI · On-site
Camp Yawgoog
Eagle Badge Coordinator
June 1, 2010 – August 1, 2010
Rockville, Rhode Island, United States · On-site
University of Rhode Island
Computer Technician
January 1, 2010 – January 1, 2011
On-site
University of Rhode Island
Assistant Network Associate
September 1, 2009 – May 1, 2011
On-site
Camp Yawgoog
Eagle Badge Coordinator
June 1, 2009 – August 1, 2009
Rockville, Rhode Island, United States · On-site
Camp Yawgoog
Office Manager
June 1, 2008 – August 1, 2008
Rockville, Rhode Island, United States · On-site
Camp Yawgoog
Nature Instructor
June 1, 2007 – August 1, 2007
Rockville, Rhode Island, United States · On-site
Camp Yawgoog
Office Clerk
June 1, 2006 – August 1, 2006
Rockville, Rhode Island, United States · On-site
An Intelligent Tutoring System for Cognitive Debiasing
April 1, 2016 – Present
Developed an adaptive digital tutor to teach the foundations of metacognitive theory and cognitive debiasing.
Localizing a SCUBA Diver Using Active Sonar
January 1, 2014 – Present
Implemented a particle filter to detect and track underwater threats as they approach a mobile active sonar.
Do Global Positioning Systems Contribute to Traffic Jams?
January 1, 2011 – Present
Received a scholarship to work with the New England Complex Systems Institute at MIT to simulate and research emergent behaviors in large-scale complex and chaotic systems.
Finding Saturn’s Rings Using Edge Detection and Least Squares Error
January 1, 2011 – Present
Funded by the National Science Foundation to develop algorithms to determine the position and orientation of NASA's Cassini spacecraft given an image it had taken of Saturn.
Hello Learning-To-Rank
OpenSource Connections
June 24, 2026 – Present
Amazon Web Services Cloud Practitioner
Amazon Web Services (AWS)
June 24, 2026 – Present
Think Like A Relevance Engineer - Elasticsearch
OpenSource Connections
June 24, 2026 – Present
Cultural Fit Analysis
The candidate's project diversity, ranging from intelligent tutoring systems to sonar localization and complex systems research, indicates a broad intellectual curiosity and adaptability. Their experience in both research and industry roles, including open-source contributions, suggests a proactive and innovative mindset. While the target role is 'Data Analyst', their extensive Machine Learning and research background might indicate a preference for more advanced analytical or data science roles, which could be a slight mismatch if the Data Analyst role is purely operational.
Soft Skills & Operational Fit
The candidate demonstrates strong leadership and collaboration skills through their role as a Search Technical Lead and experience working with cross-functional teams. Their background in teaching and training also indicates good communication and mentorship potential. The project descriptions suggest a methodical and analytical approach to problem-solving.