Matthew Peck
University of Central Florida Master\'s Student in Artificial Intelligence,\\n\\nUniversity of Florida Alumni in Data Science and Math
- Role
- Data Engineer at Juniper Networks
- Location
- Orlando, FL, US
- LinkedIn followers
- 500 followers
Experience
Data Engineer
May 2024 — Present · Boston, MA, US
Predicted the number of parts for last-time buy of components up to 5 years in advance with machine learning frameworks like TensorFlow, PyTorch, and Scikit-Learn. Leveraged tools such as Databricks & MLFlow for Data Ingestion, Feature Modeling, & Automation. Integrated forecasting methods to aid in supply chain operations (SCO). Summarized case text data by 67% & categorized cases into 10 distinct categories using Large Language Models (LLM) & NLP techniques. Employed BERT, BART 0-Shot Classification, T5, Spacy, & retrieval-augmented generation (RAG) for efficient text processing, classification, and clustering tasks. Created a Streamlit GUI for online data visualization. Designed and implemented data pipelines for effective data ingestion and management through data warehouse tools like AWS & Snowflake. Conducted Exploratory Data Analysis (EDA) and used AutoML and MLFlow for model training & evaluation, ensuring high precision, recall, & F1 scores.
Education
University of Central Florida
Master of Science - MS, Artificial Intelligence
2024 — 2026
University of Florida
Bachelor's Degree, Data Science
2020 — 2024
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