Computer Vision, Collaborative Decision-Making And Team Alignment Skills
Gained As Research Scientist At Indiana University
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Ashley Back Email & Phone Number
Computer Vision, Collaborative Decision-Making and Team Alignment skills
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gained as Research Scientist at Indiana University
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gained as Research Scientist at Indiana University
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Computer Vision, Collaborative Decision-Making and Team Alignment skills
Location
Bloomington, Indiana, United States
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Ashley Back is listed as Computer Vision, Collaborative Decision-Making and Team Alignment skills at gained as Research Scientist at Indiana University, based in Bloomington, Indiana, United States. AeroLeads shows a matched LinkedIn profile for Ashley Back.
Ashley Back previously worked as Postdoctoral Research Fellow at Indiana University Bloomington and Postdoctoral Research Associate at Iowa State University. Ashley Back holds Doctor Of Philosophy - Phd, Physics from Queen Mary University Of London.
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About Ashley Back
I’m a PhD researcher transitioning into Data Scientist and Machine Learning Engineer roles, with deep learning, machine learning, and computer vision expertise. Over the past seven years, I’ve used scientific Python, AI, and machine learning algorithms to seek answers to some of the biggest questions in Neutrino Physics. I've analyzed large datasets, pushed for innovation, and improved performance in highly collaborative environments.In my research roles, I’ve led teams within large, multi-institutional collaborations aimed at addressing complex physics questions. I successfully managed a team of 20+ researchers, mentoring junior colleagues and fostering new ideas while delivering on large-scale priorities. One of my key contributions was developing a boosted decision tree algorithm that enhanced signal identification efficiency by 30%, enabling high-impact physics measurements. I also spearheaded the improvement of a computer vision algorithm by simulating detector effects, leading to increased robustness and accuracy.I have extensive experience communicating complex ideas to diverse audiences, including technical and non-technical audiences. My work includes co-authoring 22 peer-reviewed publications and presenting my research at eight international conferences. I've effectively communicated everything from flagship analysis results to performance metrics, to everyone from peers and laboratory management, to grad students, undergrads, members of the public, and even members of Congress.With a strong foundation in machine learning optimization and model deployment, I thrive in roles that involve leading initiatives within larger collaborations and communicating technical insights to a broader audience. I'm interested in using AI ethically to solve real-world problems, making sense of big datasets, and communicating scientific/technical analyses.
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Gained As Research Scientist At Indiana University
4 roles
Ashley Back work experience
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Postdoctoral Research Fellow
Postdoctoral researcher on the DUNE and NOvA experiments.- Pioneered development of a boosted decision tree algorithm yielding a 30% increase in signal identification efficiency at low energy, resulting in high-impact physics measurements.- Served as AI/ML Team Lead for the NOvA collaboration, managing a team of ~20 students and postdocs, bringing several machine learning initiatives from development to production readiness.- Co-authored 22 peer-reviewed papers, contributed to technical analysis, and presented at eight international conferences.- Mentored four students in undergraduate and graduate thesis projects.
Nov 2019 - May 2024
Postdoctoral Research Associate
Postdoctoral researcher on the ANNIE and NOvA experiments. - Led characterization, testing, and installation of photosensors in ANNIE's detector imaging system, to ensure accurate detector simulation and modeling.- Served as NOvA Data Quality and Detector Operations Team Lead, effectively communicating performance metrics to laboratory management and key stakeholders.- Co-authored six peer-reviewed papers and presented at three international conferences.- Mentored one undergraduate hardware project and three graduate thesis analysis projects, including data-driven modeling and calibration.
Nov 2016 - Nov 2019
Graduate Research Assistant
Graduate student researcher on the SNO+ experiment. - Developed a Python framework for spectral fitting to investigate rare signal processes, built using numpy and scikit-learn, implementing statistical methods for fitting to data.- Designed and implemented high-level data quality and precision metrics.- Taught Statistics and Data Analysis undergraduate class.
Sep 2012 - Sep 2016
2 education records
Ashley Back education
Doctor Of Philosophy - Phd, Physics
Master Of Physics - Mphys, Physics, With 1St Class Honours
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What company does Ashley Back work for?
Ashley Back works for gained as Research Scientist at Indiana University.
What is Ashley Back's role at gained as Research Scientist at Indiana University?
Ashley Back is listed as Computer Vision, Collaborative Decision-Making and Team Alignment skills at gained as Research Scientist at Indiana University.
Where is Ashley Back based?
Ashley Back is based in Bloomington, Indiana, United States while working with gained as Research Scientist at Indiana University.
What companies has Ashley Back worked for?
Ashley Back has worked for Gained As Research Scientist At Indiana University, Indiana University Bloomington, Iowa State University, and Queen Mary University Of London.
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What schools did Ashley Back attend?
Ashley Back holds Doctor Of Philosophy - Phd, Physics from Queen Mary University Of London.
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