I am a data scientist in the bay area who's spent my career applying computational methods to problems that I care about. Currently, I'm working on making fish farming more sustainable at Aquabyte. Systems I've built in production have analyzed pests in millions of fish using computer vision and underwater cameras, directed hundreds of thousands of messages from patients to doctors for One Medical's telemedicine system use NLP, and classified and catalogued political opinions in news articles for hundreds of college kids for a startup I founded and got funding for in college. Right now, I'm particularly passionate about learning how to use data to enable vulnerable communities to adapt to climate change.

Personal information
Full name: Siddharth Sachdeva
User name: siddsach
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Volunteer background
Education: Bachelor's on Statistics/CS (University of Chicago)
LinkedIn profile
Github profile
Volunteer availability
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End date: None
Hours available per week: None
Volunteering interests
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Computer Science (Algorithms)
Text Data (NLP)
Data in Text Files
Data in Relational Databases
Data from Sensors
Network/Graph Data
Data > 1TB
Experience working on real-world problems using data
Data Visualization
Experimental Methods (RCTs, A/B testing, etc.)
Social Science (Economics, Sociology, etc.)
Data Analysis
Neural Networks / Deep Learning
Unsupervised models
Random Forests
Decision Trees
Time Series Models
Semi-Supervised models

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No volunteer work yet.