ACK101101

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Alexander Kumar ACK101101

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https://github.com/ACK101101

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ACK101101/README.md

👋 Hi! I’m Alex Kumar

❤️ Passionate about coding for the public good and working on anything that promotes human flourishing!
👀 Interesteed Reinforcement Learning and how community infrastructure shapes our social fabric.
🌱 Currently a Grad student at Duke University studying Computer Science with a concentration in Machine Learning & AI.
💻 I know Python, R, Java, C, SQL, and GLPK.
📧: Contact me through my LinkedIn

😄 Here's some of the work I've done!

Main Projects:

Learning Bipedal Locomotion Policy Using Reinforcement Learning (Access the paper here)
Energy Infrastructure Object Detection from Satellite Imagery
Object Detection to Evaluate Efficacy of Move Over Slow Down Law on US Highways
Google Trends Data Collector
Berkshire Plea Tracker (Visibility is restricted for data sensitivity reasons, synthetic display version here)
LinkedIn Business Information Collector (Visibility is restricted for data sensitivity reasons)
Clinical Trial Monitoring & Alert System (Visibility is restricted by company request)

Class Projects:

Using Graph Theory to Cluster Animal Behavior (Access the paper here)
Transfer Learning for Diabetic Macular Edema Medical Scans (Access the Poster, Paper)
Kaggle Competition on Imbalanced Employee Attrition Dataset
Democrat and Republican Sentiment Tweet Detector

Hobby Projects:

Class Work:

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Built flappy bird in pygame, used the NEAT algorithm to evolve a bird that can flawlessly play flappy bird

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Used a CNN to identify if a tweet is from a Democrat or Republican US Representative

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Play against an agent using the minimax algorithm in checkers

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