Matthew Thomas Email & Phone Number

Fredericksburg, Va, Us

Richmond, Virginia, United States

- Construct end-to-end NLP models to create job matching AI for Inclusively's candidate base. Models include BERT or other transformer models for sequence classification and semantic similarity and classification algorithms with word or sentence embeddings for text classification.- Create Generative AI tools, such as Inclusively's AI assistant that helps job seekers find accommodations. Uses LLMs and RAG (Retrieval Augmented Generation) to recommend Inclusively's accommodations.- Create and manage Vector Database using Pinecone and LLM embeddings. Enables AI-based search.- Programming models in Python using SpaCy, Pandas, AWS Sagemaker, Scikit-learn, PyCaret, Transformers, PyTorch, and Tensorflow- Manage BI tools to help management make informed business decisions using Holistics with PostgreSQL

Richmond, Virginia, United States

Working on NLP project to match job postings/advertisements to one of several hundred job categories.Create and manage BI dashboards to assist management in making business decisions.Further developing my algorithm to help improve matching for job seekers with disabilities.

Richmond, Virginia, United States

Designed algorithm to recommend jobs to candidates based on the candidates' answers to medical questions.Worked on NLP project to classify job advertisements from job boards into categories for the purposes of recommendation. I used classifiers such as word embeddings and TF-IDF.

Fredericksburg, Virginia, United States

Over the years I have been responsible for restaurant management, hiring, creating and managing bar and drinks program, financial analysis and projections, cash flow management, and many other owner duties. Built the brand over the years to revenue of over $1 million.

London, England, United Kingdom

Teaching classes, private tutoring, hiring teachers, teacher training, quality control, scheduling, conducting seminars

Charlottesville, Virginia, United States

Scheduling, marketing, conducting seminars, office management

Master Of Science - Ms, Data Science, 4.0

Received the award for Outstanding Data Science Student from the Wood Family Endowment

Certificate In Quantitative Finance

Bachelor'S Degree, Economics