I build AI Systems for
speed and savings

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Redwan Hussain

About Me

I've worked with data for 11+ years

I'm a data engineer and former electrical engineer with a track record across multiple industries. I've prevented transformers from failing, helped factories monitor machine health, and protected airline staff from targeted cyberattacks.

It all started with one problem: I had no data. Tasked with designing an electric vehicle program to reduce peak-hour charging, I had no visibility into customer behavior. I launched a telemetry pilot to track real usage, cutting 500 kW from the grid. Realizing that I could do something with data, my passion for creating data systems began.

Data evolves with AI and so do I

Since then, I've built end-to-end systems that grew sharper as I layered in AI techniques from my Master's Degree in Data Science at UC Berkeley. Today, I design AI agents that assess threats and vulnerabilities in real-time cybersecurity environments. From traditional engineering to AI/ML, I bring the range to help teams move faster, operate safer, and save smarter.

Contact me so we can figure out how to work together.

Projects

Selected projects spanning AI/ML and data platforms.

Summary Generation for Legal Texts

Summary Generation for Legal Texts

Generated abstracts of US and California bills using transformer-based models and compared against human-written summaries.

TransformersNLPPython
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Automated Building Code Compliance

Automated Building Code Compliance

Analyzed construction plans and generated code compliance reports using different NLP techniques.

NLPDocument AnalysisCompliance
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Sentiment Analysis API

Sentiment Analysis API

Deployed a HuggingFace sentiment analysis model on Kubernetes, integrated with Redis caching and Pydantic, and benchmarked performance using load testing and Grafana.

KubernetesRedisHuggingFace
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Flight Delay Classification

Flight Delay Classification

Predicted flight delays using weather and flight data with the Spark framework and logistic regression, optimizing for precision and recall.

SparkLogistic RegressionFeature Engineering
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Real Estate Price Prediction

Real Estate Price Prediction

Statistically modeled NYC home sale prices using linear regression, with comprehensive validation and ANOVA testing.

Linear RegressionANOVAStatistics
View project

Get in Touch

Resume Requests

Please contact me directly at rhussain@berkeley.edu for a copy of my resume. I will be more than happy to discuss my qualifications with you!