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adityapentyala/README.md

Hey there! 👋

I'm Aditya, a 4th year student at BITS Pilani, Hyderabad Campus, pursuing a Bachelor's of Engineering in Computer Science and a Master's of Science in Economics.

I'm passionate about Data Science and Financial Analytics, and I'm especially excited about merging my passions for coding, AI/ML and Economics & Finance together.

When I'm not sleeping, you can find me playing basketball, working out at the gym, reading, or petting whatever unfortunate animal I happened to catch a glance of by a road. If I'm not doing any of those things, however, I'm probably spending that little time I have left coding.

💬 Social

LinkedIn Gmail Instagram Discord

⚡ Technologies

📋 Languages

C C++ GraphQL Java JavaScript Markdown Python R Scala HTML5 Git

📚 Frameworks and Libraries

Apache Kafka Apollo-GraphQL Django FastAPI Express.js NodeJS Poetry OpenCV React

👨‍💻 Platforms

Docker Postman GitHub

💾 Databases

MySQL Postgres SQLite

💻 IDEs/Editors

PyCharm RStudio Visual Studio Code IntelliJ IDEA

🖥️ ML/DL

Keras Matplotlib NumPy Pandas PyTorch scikit-learn TensorFlow

Aditya's GitHub stats Top Langs

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  1. neuroscience-inspired-option-pricing neuroscience-inspired-option-pricing Public

    A suite of option pricing models, including some inspired by theories in computational neuroscience.

    Jupyter Notebook

  2. nifty50-statistical-arbitrage nifty50-statistical-arbitrage Public

    Statistical arbitrage between Indian ETFs and their constituents, inspired by Avellaneda et. al. (2010), Statistical arbitrage in the US equities market.

    Jupyter Notebook

  3. markov-switching-model-trading markov-switching-model-trading Public

    Implementing markov switching models as described in the paper "Optimal Trend Following Rules in Two-State Regime-Switching Models" to generate investment signals for stocks in a portfolio consisti…

    Jupyter Notebook

  4. sleep-continual-learning sleep-continual-learning Public

    A simple experiment testing the effects of sleep inspired synaptic downscaling and dream-like replay on ANNs facing continual learning tasks, in an effort to mitigate catastrophic forgetting.

    Jupyter Notebook

  5. Gilhari-Apollo-GraphQL-Resolver Gilhari-Apollo-GraphQL-Resolver Public

    An implementation of a GraphQL resolver using a Gilhari microservice framework. This project uses Gilhari to exchange JSON data with relational databases. Gilhari is a product of Software Tree, LLC…

    JavaScript 1

  6. ml-assignment-2 ml-assignment-2 Public archive

    Source code for BITS F464 - Machine Learning Assignment 2 - Patient Emergency Risk Classification

    Jupyter Notebook 1