For Data Science & Machine Learning Roles
- 👋 Hi, I’m Pradyumna!
- 👀 I’m interested in … web dev, machine learning, linux (But currently, most importantly, something to do in the Summer :”) )
- 🌱 I’m currently learning … DSA, Web Development, linux, python, machine learning
- 💞️ I’m looking to collaborate on … have nothing at the moment but you can contact me!
- 📫 How to reach me … you can contact me at pradyumnamalladi2003@gmail.com
Github
https://www.linkedin.com/in/malladi-pradyumna/
# Relevant Courses Pursued
- Mathematics 1 (Multivariate Calculus)
- Mathematics 2 (Linear Algebra)
- Machine Learning (Classification Algorithms)
- Foundations of Data Science (Regression Algorithms)
# Relevant Projects (Formal under a Professor / Informal)
- Monitoring of Water Quality Parameters via remote Satellite Imagery. Obtained good
r2 scoresfor critical parameters such as Chlorophyll-a, Turbidity, Temperature, Salinity, etc under Prof. Anmala Jagadeesh.- Investigating In-Context Learning in Large Language Models under Prof. Venkatakrishnan Ramaswamy.
- Implementation of several classical Machine Learning Models like the Perceptron, Logistic Regression, Fischer’s Linear Discriminant, etc in Numpy.
- A Multi Layer Perceptron (MLP) library in c++ from scratch.
- Implementation of Variational Auto-Encoders in pytorch and applying on the MNIST Datasets.
- Regression Models in Numpy.
For Software Engineering Roles
# Relevant Courses Pursued
- Data Structures and Algorithms
- Object Oriented Programming
- Database Management Systems
- Operating Systems
- Theory of Computation
- Compiler Construction
# Relevant Projects (Informal)
- Twitter Clone Backend in Rust (Actix-Web), Typescript (SolidJS), Redis and MySQL
- Worked on A Retrieval Augmented Generation application using BERT Embeddings and a Flask Server.
- Tutorial for making a Static Site Generator
- Regex Library in pure C++ (Group Project with Dhruv, Rishabh, Keshav and Charitha)
- Multi Layer Perceptron (MLP) Library in pure C++.