Anirudh Mani

Project 4
BERT Text Classification

Implemented an Encoder-Decoder model and fine-tuned hyperparameters to optimize classification performance

BERT Deep Learning PyTorch Hyperparam Tuning
GitHub
Project 4
LLM Prompting for Entity Recognition

Interacts with a language model API to identify entities in text, while exploring the impact of different demonstration modes and shot variations on model performance

Named Entity Recognition LLM Prompting PyTorch
GitHub
Project 5
Eco-Bin

Designed an ML-driven, point-of-use guided trash sorting application for CMU Sustainability

Python ML HTML/CSS
Project 5
TotalFootball

Designed and developed an app for creating, managing, and competing with fantasy soccer teams

JavaScript React Django AJAX HTML/CSS
GitHub
Project 5
Cache Lab

Conducted in-depth analysis of cache line management and quantified the impact of various operations on cache performance

C Memory Allocation/Management
GitHub