Ayush Shivkumar
Physics & Data Science graduate | Python & Analytics
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Built a fully automated Python pipeline to classify thousands of records into distinct categories using multi-source survey data, removing what was previously a manual sorting task. Paired it with a custom model-fitting engine that generates derived-value maps directly from the classified output.
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Built and maintained a Python pipeline that pulls together data from 5+ independent sources with different formats and structures, and merges them into a single, consistent analysis framework. Used to track how a complex system changes over time, surfacing trends that aren't visible when each data source is looked at separately. Ongoing project, 12+ months.
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