Deron MurphyDM
Open to opportunities

Deron Murphy

@deronmurphy

Aspiring software engineer with expertise in machine learning and data analysis.

United States

What I'm looking for

I am seeking opportunities that foster growth in machine learning and software development, within a collaborative and innovative environment.

I'm currently pursuing a Bachelor of Science in Computer Science and Cognitive Science at Rensselaer Polytechnic Institute, where I have developed a strong foundation in machine learning and deep learning techniques. My experience as a Deep Reinforcement Learning Research Assistant has allowed me to apply advanced reinforcement learning methods to complex problems, significantly improving sampling speeds through GPU tensor sampling.

As a Software Engineer Intern at Radia - 1Vibe Inc., I have honed my skills in training and fine-tuning image classification models, utilizing Python and various NLP libraries. My projects, including a transformer Seq2Seq model for German-English translation and a CNN for image classification, showcase my ability to implement cutting-edge deep learning architectures and evaluate their performance effectively.

Experience

Work history, roles, and key accomplishments

RR

Deep Reinforcement Learning Research Assistant

RPI Undergraduate Research

Jan 2024 - Dec 2024 (11 months)

Applied reinforcement learning techniques to solve various NP-Hard problems, including Ising Model and Maxcut. Implemented GPU tensor sampling, significantly improving sampling speed by over 100x compared to CPU sampling.

RI

Software Engineer Intern

Radia - 1Vibe Inc.

Sep 2023 - Dec 2023 (3 months)

Trained and fine-tuned image classification ML models to enhance product functionality. Developed the company's internal data sourcing tool using Python and NLP libraries. Performed Exploratory Data Analysis on HTML data to improve the accuracy of a web scraping large language model.

Education

Degrees, certifications, and relevant coursework

Rensselaer Polytechnic Institute logoRI

Rensselaer Polytechnic Institute

Bachelor of Science, Computer Science and Cognitive Science

Pursued a dual Bachelor of Science in Computer Science and Cognitive Science. Gained foundational knowledge in both fields, preparing for interdisciplinary applications.

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Deron Murphy - Deep Reinforcement Learning Research Assistant - RPI Undergraduate Research | Himalayas