Formed in 2009, the Archive Team (not to be confused with the archive.org Archive-It Team) is a rogue archivist collective dedicated to saving copies of rapidly dying or deleted websites for the sake of history and digital heritage. The group is 100% composed of volunteers and interested parties, and has expanded into a large amount of related projects for saving online and digital history.
Welcome! I am Srikanth Komala Sheshachala
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Interests:
- Interpretable machine learning
- Causal inference
- Setting up, running and infering from AB tests and multi-armed bandits
- Optimization (Operations Research)
- Graph theoretic approaches to problems in data science
- Spatio-temporal analysis
- Multivariate statistics
- ...
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Day Job: Staff Data Scientist at Walmart Gobal Tech, India.
Previously, I have worked with Olacabs, DISH corporation, Diet Code, Cognizant, Infosys, ...
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Coding:
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Frameworks:
- Spark (via Sparklyr / pyspark / spark SQL)
- Deep Learning: Tensorflow and keras
- Machine Learning: scikit-learn, tidymodels, h2o
- Optimization: pyomo and ROI
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Work: I contribute to open source repositories. Author and maintainer of these software:
- tidypandas -- (in-dev) A dplyr like API for pandas
- tidyrules -- Rules as tidy dataframes from rule based models like C50, Cubist, rpart
- solitude -- An implementation of isolation forest
- safer -- A consistent interface to encrypt and decrypt strings, R objects, files
- disto -- Unified Interface for Distances Matrices in R
- ...
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I maintain these collections:
Drop me a message: gmail sri.teach, linkedin srikanthks01