Looking for a job

Advait Unni

@advaitunni

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I build reliable data pipelines and machine learning systems for actionable insights.

United States

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What I'm looking for

I'm looking for a data-focused role where I can build reliable pipelines, validate models and datasets, and translate analytical findings into clear, actionable recommendations. I value opportunities to apply machine learning, cloud tools, and stakeholder communication to real-world problems.

I've automated image analysis at the Knight Campus Research Institute, cutting manual nuclear segmentation and counting time by 70% with Python, MATLAB, and Cellpose cyto2. I also built validation overlays and batch workflows that maintained zero supervisor-flagged errors.

My projects turn complex public and operational data into usable decisions. I analyzed 93,189 welfare check calls to inform Eugene City Council's $2.2M crisis-services commitment and built cloud data warehouse, forecasting, dashboard, and REST API solutions using AWS S3, Athena, and Lambda.

I'm completing a Data Science and Business degree at the University of Oregon while building machine learning pipelines for stock forecasting and movie recommendations. I enjoy validating models, improving data quality, and translating technical findings into clear recommendations for stakeholders.

Experience

Work history, roles, and key accomplishments

Data Analyst

Knight Campus Research Institute, University of Oregon

May 2025 - Sep 2025 (4 months)

Automated nuclear segmentation and counting across large immunofluorescence image datasets, cutting manual analysis time by 70%. Improved measurement reproducibility and maintained data quality with zero supervisor-flagged errors.

Python Matlab Cellpose Image Analysis Data Pipelines Data Quality