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Nikita MillerNM
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Nikita Miller

@nikitamiller

Machine learning developer with hands-on experience building deep learning models.

United States
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What I'm looking for

I am looking for a role that fosters innovation, encourages collaboration, and offers opportunities for professional growth in machine learning and data science.

I am a dedicated machine learning developer with a strong foundation in building deep learning models and automating data solutions. My hands-on experience includes collaborating with cross-functional teams to optimize models and deliver scalable solutions that align with digital innovation and data pipeline development.

Currently pursuing a Master's in Applied Machine Learning at the University of Maryland, I have a proven track record of academic excellence, including a scholarship for my achievements and recognition on the Dean's List. My professional experience includes significant contributions as a Research Assistant and an intern, where I developed web applications and advanced machine learning models that have achieved impressive performance metrics.

As a co-founder of NRSAA, I designed a wireless health monitoring system that integrates real-time predictions with advanced machine learning techniques. My commitment to continuous learning and innovation drives my passion for developing end-to-end data products that make a meaningful impact.

Experience

Work history, roles, and key accomplishments

AS

Research Assistant

American University of Sharjah

Jan 2023 - Jun 2024 (1 year 5 months)

Collaborated with Emirates Nature-WFF to preprocess 60k camera trap images and developed deep learning models to classify 14 animal species, achieving an F1-score of 95.7%. Co-authored a paper on Transfer Learning for Camera Trap Image Classification accepted at ECML/PKDD.

Education

Degrees, certifications, and relevant coursework

University of Maryland logoUM

University of Maryland

Master of Science, Applied Machine Learning

2024 -

American University of Sharjah logoAS

American University of Sharjah

Bachelor of Science, Computer Engineering

2020 - 2024

Pursued a Bachelor of Science in Computer Engineering with a focus on Data Science. Achievements include receiving a 50% academic excellence scholarship, being placed on the Dean's List, and being inducted into IEEE Eta Kappa Nu.

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