Welcome! I am Srikanth Komala Sheshachala
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Interests:
- Causal inference
- Interpretable machine learning
- Setting up, running and infering from AB tests and multi-armed bandits
- Recommender Systems and Personalization
- Optimization (Operations Research)
- Geospatial analysis / services
- Graph theoretic approaches to problems in data science
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Job: Senior manager (data scientist) at Walmart Gobal Tech, India.
Previously, Olacabs, DISH corporation, Diet Code, Cognizant, Infosys, ... -
Contributions: Author and maintainer of these open source projects:
- tidypandas -- A dplyr like API for pandas
- tidypyspark -- make pyspark sing dplyr
- tidier -- Apache Spark style window aggregations for R dataframes
- 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
- Notes in Statistical Learning, Machine learning and Data Science
- ...
Drop me a message: gmail sri.teach, linkedin srikanthks01, stackoverflow