Passionate about working with data in all forms.
Relevant skills include programming, machine learning, data visualization and problem solving. Excellent communication skills developed through working in a multi-disciplinary team and research collaborations across the globe.

Skills

• Backend: Python · R · SQL · FastAPI
• Data Science/ML: TensorFlow · Keras · Pandas · Numpy · Matplotlib · ScikitLearn
• DevOps: Git · Azure DevOps · MLFlow · Docker
• Testing & Quality Assurance: Pytest · Pydantic
• Cloud Platforms: Microsoft Azure

Education

Msc Statistics (Research) September 2021 - September 2023

Scholarship funded by Science Foundation Ireland (SFI).
Maynooth University, Maynooth, Kildare, Ireland & Dublin Institute of Advanced Studies, Dublin Ireland.

BA Physical Sciences, 1:1 September 2019 - May 2021

Trinity College Dublin, Ireland.

Work Experience

Ireland’s Centre for Applied AI, University College Dublin.

Graduate Data Scientist January 2024 - Present.

• Enhanced internal support team productivity by developing GPT-backed chatbot for replying to emails.
• Lead data pipeline development for chatbot with RAG implementation using azure resources (durable functions, blob storage).
• Responsible for data indexing, prompting, system message and testing of chatbot.
• Developed FAST-API for sending chatbot responses to internal SQL database.
• Presented research papers at regular team journal clubs.
• Advocated for source control on my team.

Technologies: Python, Microsoft Azure, OpenAI, FAST-API, Docker.

Publications

Can be found with orcid id 0000-0003-3780-4953.

• O’Dwyer, E. P., Jackman, C. M., Domijan, K., Lamy, L., & Louis, C. K. (2023). A Selection of Low Frequency Extensions of Saturn Kilometric Radiation., In C. K. Louis, C. M. Jackman, G. Fischer, A. H. Sulaiman, P. Zucca, Dublin Institute for Advanced Studies (Eds.), Planetary, Solar and Heliospheric Radio Emissions IX, https://doi.org/10.25546/103103
• O’Dwyer, E. P., Jackman, C. M., Domijan, K. & Lamy, L. (2023). Image-Based Classification of Intense Radio Bursts from Spectrograms: An Application to Saturn Kilometric Radiation, Journal of Geophysical Research: Space Physics, 128, https://doi.org/10.1029/2023JA031926
• Jackman, C. M., O'Dwyer, E. P., Louis, C. K., Fogg, A. R., Waters, J. E., Lamy, L., Using crossings of Saturn's magnetospheric boundaries to explore the link between upstream conditions and radio emission., In C. K. Louis, C. M. Jackman, G. Fischer, A. H. Sulaiman, P. Zucca (2023), Dublin Institute for Advanced Studies (Eds.), Planetary, Solar and Heliospheric Radio Emissions IX, https://doi.org/10.25546/103100
• Wu, S. Y., Ye, S. Y., Fischer, G., Taubenschuss, U., Jackman, C. M. & O'Dwyer, E., et al. (2022). Saturn Anomalous Myriametric radiation, a new type of Saturn radio emission revealed by Cassini. Geophysical Research Letters, 49, https://doi.org/10.1029/2022GL099237
• Louis, C.K, Jackman C.M., Mangham S., Smith K., O’Dwyer, E., Empey A., Cecconi B., Boudouma A., Zarka P. & Maloney S. (2022). The “SPectrogram Analysis and Cataloguing Environment” (SPACE) Labelling Tool., Frontiers in Astronomy and Space Science, 9, https://www.frontiersin.org/articles/10.3389/fspas.2022.1001166

Conferences and Presentations

Oral Presentations

• Planetary, Heliospheric and Solar Radio Emissions Meeting (September 2022)
• Atlantic/Asia-Pacific Radio Science Meeting (May 2022).

Poster Presentations

• Magnetospheres of the Outer Planets Conference (July 2022).
• Machine Learning in Heliophysics Conference (March 2022).
• Magnetospheres Ionospheres and Solar Terrestrial Physics Autumn Meeting (November 2021).

Attendee

• Conference for Undergraduate Women in Physics UK (March 2019).

Courses Completed

• SCRUM Master (PS1)
• DataTalks MLOps Course
• CeADAR Generative AI for Business Course
• DCM learning courses:
  • Technical writing
  • Presentation skills
  • GDPR training
  • Problem Solving