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
Organization memberships
Not a member of any organization.
Awards
No awards received yet.
Volunteer background
Education: Bachelor's on Statistics/CS (University of Chicago)
LinkedIn profile
Github profile
Portfolio
Volunteer availability
Start date: None
End date: None
Hours available per week: None
Volunteering interests
No stated preferences.
Skills
Skill
Beginner
Intermediate
Expert
Computer Science (Algorithms)
Python
Text Data (NLP)
SQL
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
SVMs
Decision Trees
Time Series Models
Semi-Supervised models
R

Volunteer projects

No volunteer work yet.