Jacob Goldstein

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• Used Python API integrations with CollectiveAccess to restructure and retrieve hundreds of hierarchical database relationships[cite: 11].
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• Designed interactive D3.js visualizations of complex network relationships, later adopted in classroom instruction[cite: 12].
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• Implemented and evaluated LoRA fine-tuning on Stable Diffusion, processing 6,700+ training images to benchmark prompt fidelity[cite: 13].
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• Provided full-stack development solutions (Python, D3.js, PHP, SQL) to support digital applications and streamline deployment[cite: 14].

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• Deployed 4 Lambda functions across 3 environments using AWS SAM, reducing deployment time from hours to minutes[cite: 18].
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• Optimized predictive Lambda functions (Python/SQL) for financial statistics, enabling faster processing of large financial datasets[cite: 19].
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• Integrated RESTful API endpoints for Lambda services, collaborating with front-end teams to reduce response latency and accelerate feature delivery[cite: 20].
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• Implemented GitHub Actions/AWS SAM CI/CD pipelines, reducing deployment errors by ~50% and enabling weekly production releases[cite: 21].

Graduated Cum Laude [cite: 35]

Minor in Secondary Field: Applied Mathematics and Statistical Computing [cite: 34]