Caitlin DaitchCD
Open to opportunities

Caitlin Daitch

@caitlindaitch

AI Data Engineer specializing in real estate data solutions.

United States
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What I'm looking for

I seek a role that fosters innovation and collaboration, allowing me to leverage my data engineering skills to drive impactful solutions.

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

FU
Current

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

FU

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

FU

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

FU

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.

FU

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

FU

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.

Education

Degrees, certifications, and relevant coursework

General Assembly logoGA

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.

Tech stack

Software and tools used professionally

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Caitlin Daitch - AI Data Engineer (Real Estate) - Fundrise | Himalayas