Angelo Cortez

About Me

I started off my career as a solutions engineer at Epic, where I did development on their risk of sepsis risk and deterioration index models for hospitals. Asynchronously, I started my masters in CS @ UW Madison, where I worked under Professor Dane Morgan working on materials machine learning research.

After three years at Epic, I joined 8x8 as a software engineer where I've built UCaaS and CCaaS automations for SMBs and enterprises, creating integrations that streamline operations and drive efficiency for customers' contact centers. I also collaborate with customers on custom routing configurations to enhance call flow, automate interactions, and improve customer experience.

My current interests are applications of AI in tax, finance, and real estate.

Featured Projects

Nippon Homes

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An English Zillow for Japan. ~8k monthly users.

SupabasePostgreSQLVercelAWS S3AWS API GatewayNext.jsScrapyReactPyTorchPostGIS

Semantic Video Search (Local TwelveLabs Clone)

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1st place winner in AMD / Liquid AI's SF Hackathon. Given a search query, the system will find relevant clips in your video catalog.

StreamlitLiquidAI LFM2-VLSentence TransformersPyTorchOpenCVyt-dlpFFmpegPythonRecommendation Systems

Materials Application Domain

Maintainer and contributor for an uncertainty quantification tool for materials machine learning datasets. Implemented isolation forests, Mahalanobis distances, nested cross validation, and regressions for small datasets.

Machine LearningPythonIsolation ForestsCross ValidationSupervised LearningUnsupervised LearningClustering

Experience