Caitlin Daitch
@caitlindaitch
AI Data Engineer specializing in real estate data solutions.
What I'm looking for
I'm an AI Data Engineer with a strong focus on real estate data solutions. At Fundrise, I lead the ingestion and modeling of extensive datasets, enabling our web app and AI tools to provide valuable insights for developers and homeowners. My work involves leveraging technologies like Dagster and Python to build robust data pipelines, ensuring our models are both accurate and scalable.
Throughout my career, I've transitioned from software engineering to product management, consistently driving initiatives that enhance user experiences and optimize processes. My leadership in mobile software engineering has resulted in significant improvements in our app's onboarding flow, contributing to a high user satisfaction rating. I thrive in collaborative environments where I can mentor others and contribute to innovative projects that push the boundaries of technology in real estate.
Experience
Work history, roles, and key accomplishments
AI Data Engineer (Real Estate)
Fundrise
Oct 2024 - Present (9 months)
Owned the ingestion and modeling of billions of rows of single-family home data for web app and AI LLM, informing real estate judgments and predictions. Planned and modeled an approach for introducing a new mart table to define company entities and allow the AI tool to draw conclusions on a given property manager or developer
Leveraged Dagster and Python to build and orchestrate a data pipeline t
Lead Mobile Software Engineer (iOS)
Fundrise
Jan 2022 - Oct 2024 (2 years 9 months)
Led one of two product-driven iOS teams, primarily focusing on acquisition and growth and aiming to improve the sign-up and onboarding experience as well as optimize conversion in re-investment flows. Planned, managed, and facilitated a full-stack refactor of our sign-up flow in order to allow us to continue testing and optimizing the flow without being constrained by an API architecture that was
Senior Product Manager
Fundrise
Jul 2021 - Jan 2022 (6 months)
Gained responsibility and scope in project ownership, and managed several large scale, phased initiatives to allow us to build out an infrastructure that would allow the Fundrise product to grow and scale as the Product Team would require. Planned, pitched, and executed a redesign of the Fundrise Investor Dashboard in order to create a flexible, scalable, and modular foundation that would allow us
Product Manager
Fundrise
Jul 2020 - Jul 2021 (1 year)
Became a founding member of the Fundrise Product Team with a primary responsibility of serving as the Engineering and Technology expert for scoping and planning projects.
Senior Software Engineer - iOS Engineering
Fundrise
Aug 2019 - Jul 2020 (11 months)
Built the first Fundrise mobile app for iOS on a team of two in seven months to a successful launch in the App Store in April 2019. Grew the mobile team from a team of two to a team of 10 and served as primary reviewer to ensure high standards for code quality and functionality.
Built out the iOS App to become the most prominent platform for engagement among Fundrise investors.
Software Engineer - iOS Engineering
Fundrise
Jun 2018 - Aug 2019 (1 year 2 months)
Selected as the only employee to internally transition within Engineering to establish the company’s first mobile team by proving myself as a high achieving engineer and a fast learner. Built the first Fundrise mobile app for iOS on a team of two in seven months to a successful launch in the App Store in April 2019.
Raised over $100,000 within the first 1.5 days of announcing the iOS app launch t
Software Engineer - Web Engineering
Fundrise
Jun 2016 - Jun 2018 (2 years)
Established the front-end team and acted as the primary front-end engineer to establish best practices and code quality standards.
Front-End Web Development Teaching Assistant
General Assembly
Jun 2016 - Aug 2016 (2 months)
Assisted students in learning front-end web development concepts and best practices. Provided guidance and support on coding assignments and projects.
Education
Degrees, certifications, and relevant coursework
General Assembly
Software Engineering Immersive, Software Engineering
Completed an immersive program focused on software engineering principles and practices. Gained hands-on experience in various programming languages and development methodologies.
Availability
Location
Authorized to work in
Job categories
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