Killian Prue
Beaverton,OR
Summary
Engineer with extensive experience in the semiconductor industry, specializing in data analysis, programming, and data engineering. Proven track record creating ETL pipelines, developing automated systems, and working with databases. Skilled in Python, C++, SQL, data visualization, and cloud services. Adept at collaborating with cross-functional teams to implement new technologies and improve operational efficiency. Skilled in building and maintaining infrastructure for model development and deployment, implementing ETL processes, and ensuring the integrity and utility of data systems.
Overview
7
7
years of professional experience
Work History
Industrial Engineer
Analog Devices, Inc
09.2023 - Current
- Industrial Engineer for the Diffusion, Implant, Epitaxy, and Wet Etch Engineering Modules: Modeled capacity, generated critical reports, and built novel data systems for stakeholders
- Developed Unique, Data Oriented Methods for Managing Procedures Across Platforms: Created software which extracted recipe information from multiple tools and consolidated it within a single specification file and flagged discrepancies to ensure process harmonization
- Created ETL Pipelines for Capacity and Tool Qualifications: Developed systems to extract capacity and tool qualification data from the site's manufacturing execution system and load it into custom made database schemas
- Revised the Existing Capacity Model Database Structure for the Factory: Remodeled the existing database structure for the factory's capacity model and created a system for loading and updating the tables using python.
- Created and Maintained an Automated Email System: Developed a Python-based, automated reporting system to deliver insights and alerts to stakeholders using data derived from ETL pipelines
- Implemented an Unsupervised ML Algorithm to Analyze Inventory Distributions: Used KMeans Clustering and Principal Component Analysis to detect clusters in inventory distributions in order to understand the effect on product throughput
- Deployed and Tested Azure GPT-4 Models for Analyzing Tool Downtimes: Deployed GPT-4 models to classify maintenance logs, aid in tracking equipment KPIs, and parse out root causes of equipment errors
- Managed a Supporting Vector Database for Vectorized Context: Created a vector index within the Pinecone ecosystem to assist with content retrieval for use as context within GPT models.
Process Engineer
Analog Devices, Inc
03.2022 - 09.2023
- Associate Member of Technical Staff for the Ion Implantation Module: Contributed to the qualification and installation of advanced ion implanters as part of the factory's expansion
- Investigated Key Quality Issues: Identified the source and cause of product excursions and developed novel solutions to prevent further incidences
- Coordinated with Stakeholders to Help Transfer New Technologies into the Factory: Collaborated with key stakeholders to facilitate the introduction and implementation of new technologies within the fabrication facility
Research Assistant
Austin Peay State University
01.2018 - 12.2021
- Worked closely under experienced physicists and astronomers, assisting with data analysis, experimental setups, and writing technical literature
- Contributed to the SLOAN Digital Sky Survey: Worked under a seasoned astrophysicist and collected astronomical data at Kitt Peak National Observatory and reduced it using IRAF (Image Reduction and Analysis Facility)
- Awarded Second Best Presentation in Physics at the 131st Annual Meeting of the Tennessee Academy of Science: Thoroughly communicated research on the temperature dependence of photocurrent for mixed germanium-antimony-bismuth based thin films to a wide audience of attendees
Education
Bachelor of Science - Physics
Austin Peay State University
Clarksville, TN12.2021
Skills
Data Analysis, Data Modeling, Python, JavaScript/TypeScript, NestJS, NgRx, Angular, Oracle Sql, OpenAI API, Vector Databases, Data Engineering, Database Systems, Communication, Data Visualization, Cloud Services
Timeline
Industrial Engineer
Analog Devices, Inc
09.2023 - Current
Process Engineer
Analog Devices, Inc
03.2022 - 09.2023
Research Assistant
Austin Peay State University
01.2018 - 12.2021
Bachelor of Science - Physics
Austin Peay State University
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