Nikita Miller
@nikitamiller
Machine learning developer with hands-on experience building deep learning models.
What I'm looking for
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
Co-Founder
NRSAA
Jun 2023 - Present (1 year 11 months)
Designed a wireless health monitoring system with real-time transmission and predictions, achieving a precision score of 0.93 by training Se-ResNet on multimodal data. Integrated the model with sensors and app using Firebase RealTimeDB.
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.
Intern
Teknip Technologies
Jun 2023 - Jul 2023 (1 month)
Engineered a web application using the .NET MVC framework and C# for the company's ERP system, optimizing workflows by 25% and integrating user authentication features.
Education
Degrees, certifications, and relevant coursework
University of Maryland
Master of Science, Applied Machine Learning
2024 -
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.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
Interested in hiring Nikita?
You can contact Nikita and 90k+ other talented remote workers on Himalayas.
Message NikitaFind your dream job
Sign up now and join over 85,000 remote workers who receive personalized job alerts, curated job matches, and more for free!
