Adithya Narayanan
Data Scientist | Operations Researcher | NLP Enthusiast
- Role
- Data Science Fellow at Sharpestminds
- Location
- Buffalo, NY, US
- LinkedIn followers
- 500 followers
About Adithya Narayanan
I teach graduate students @ UB. Each day, I dive a little deeper into understanding…
Experience
Data Science Fellow
Jan 2021 — Present
v0 of application: http://bit.ly/northeastws• Developed a news aggregator web app that mines 25 top stories (by engagement metrics) across 5 key categories from reputed news organizations and pairs stories with additional metrics to enhance context and assist quality news consumption. • Scripted functionality that computes subjectivity of news tweet and polarity of the replies generated by said news tweets. • Built LinearSVC, MultinomialNB and Logit pipelines that classify news related tweets by category with +80% accuracy. • Enhanced classification accuracy to +90% using zero-shot-classification pipelines (huggingface) and multiple BART models. • Text features extracted using n-gram tf-idf approach; sourced training data using NewsAPI and Twitter’s API (python). • Deployed the Dash Application on Heroku; set up to retrieve and model news tweets daily to produce current news to readers.
Education
University at Buffalo School of Engineering and Applied Sciences
Bachelors, Computer Science
2014 — 2018
University at Buffalo
Master of Science - MS, Industrial Engineering- Operations Research
2019 — 2021
University at Buffalo
Computational and Data-Enabled Sciences PhD
Skills
- Mysql
- Git
- Graph Algorithms
- Public Speaking
- Python
- Javascript
- Php
- Cascading Style Sheets (Css)
- Leadership
- Verilog
- Html
- Android Development
- C++
- Java
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