Haley Massa
New York,NY
Summary
Data scientist with a Master's and 2+ years of industry experience looking to dive deeper into data science community involvement and transition into developer advocacy
Overview
5
5
years of professional experience
Work History
Field Data Scientist
Arthur
05.2022 - Current
- Customer-Centric Relationship Management: Direct one of our largest client’s success, orchestrating touch-points, quarterly reviews, and user feedback aggregation. Developed tailored office hours and workshops to ensure client needs were met effectively.
- Solutions Engineering: Collaborate with clients to understand their production ML workflows and orchestrate the integration of our monitoring product into client ML pipelines, utilizing my knowledge of Python and AWS Engaging
- Product Presentations: Craft technical demos featuring both technical and non-technical narratives, enabling seamless pre- sales prospect navigation through product workflows.
- Streamlined Feedback Architecture: Introduced a structured product feedback system, establishing bi-weekly cross-team check-ins, facilitating clear communication, priority setting, and a well-communicated roadmap.
- Documentation Project Management: Identified documentation gaps, proposed solutions that aligned with company goals, and led a successful cross-functional tech stack transition
- Lead ongoing documentation project management including cross-team collaboration for releases and quantifying success metrics with Google Analytics
Product Data Scientist
Kargo
03.2021 - 05.2022
- Led and contributed as a product owner and lead data scientist for a brand research survey project, offering precise statistical inference (t-tests) and comprehensive reporting for brand partners, ensuring data-driven decision-making.
- Developed impactful analytics dashboards, utilized by 100+ internal stakeholders, leveraging SQL databases within Looker and R Shiny applications, demonstrating advanced data visualization and analytics proficiency.
- Researched and built a proof of concept ad-targeting/recommendation technique using hierarchical clustering and NLP techniques to sell more privacy aware ad placements based on article content instead of personal information such as cookies
Deep Learning Researcher
UW Madison Department of Radiology
04.2018 - 08.2020
- Developed, trained, and fine-tuned a novel modified U-Net architecture with Tensorflow in Python to be used for image synthesis between CT and MR images
- Published two abstracts and a first-author paper illustrating our improved image results evaluating for industry standard metrics as well as our own novel confusion matrix metric
- Designed and developed a capstone project for the department of radiology using Neural Architecture Search techniques (with TensorFlow Keras Auto-Tuner) to fine tune hyperparameters and jumpstart beginner users ability to take advantage of deep learning capabilities with an easy to use interface
Education
Master of Science - Electrical Engineering, Focus in Machine Learning
University of Wisconsin - Madison
Madison, WI08.2020
Bachelor of Science - Electrical Engineering
University of Wisconsin - Madison
Madison, WI05.2019
Skills
- Technical Writing
- MLOps
- Machine Learning
- Product Management
- Python
- SQL
Data Science Community Engagements
Google Women Techmaker Ambassador (2023-Present)
- The WTM program supports women in technology who are looking to create impact and give back to their communities. As an Ambassador, I engage with your community by participating in one or more leadership activities on a quarterly basis, including planning events, running mentorship sessions and creating enablement content for women in data science.
Correlation One, Part-time TA & Instructor (2022 - Present)
- Continued engagement with the team at Correlation One, working part-time as a TA or guest lecturing for different data science for all initiatives
Adjunct Lecturer, CUNY John Jay (2022)
- Developed the full curriculum and taught the data science senior capstone course (MAT 455) for the Spring Semester. Focused on enabling students to develop "real-world" data science skills and portfolio projects ranging from project scoping, EDA, to basic ML modeling and deployment
Timeline
Field Data Scientist
Arthur
05.2022 - Current
Product Data Scientist
Kargo
03.2021 - 05.2022
Deep Learning Researcher
UW Madison Department of Radiology
04.2018 - 08.2020
Master of Science - Electrical Engineering, Focus in Machine Learning
University of Wisconsin - Madison
Bachelor of Science - Electrical Engineering
University of Wisconsin - Madison
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