Education
Master's in Machine Learning
University of Marylad, 2024
College Park, USA
Bachelors's in Computer Science
Visveswaraya Technological Univerisy, 2021
Mysore, India
Seeking Full-time Roles
Machine Learning
Software Engineer Intern
CATT Lab
College Park, MD
About
Hi, I’m Suraj, an aspiring Machine Learning Engineer with a background in Software Development. I enjoy making and breaking things with code. Here, I share what I'm working on, what I've learned, and even epic failures along the way.Projects
Efficient Document Retrieval with RAG for GPT-3.5
Ollama, PrivateGPT, Chroma DB
This project explores using Retrieval-Augmented Generation (RAG) to enhance document retrieval capabilities for GPT-3.5. RAG leverages a dual approach, combining information retrieval techniques with the powerful language generation of GPT-3.5.
AG News Classification
NLP, PySpark, BERT
A news classification model based on the BERT architecture, achieving over 91% accuracy and significantly outperforming traditional models. Trained on a robust dataset of over 120,000 news articles, the model effectively handles diverse topics and evolving language.
Empathy and Emotion Detection on Tweets
NLP, RoBERTa, PyTorch
This study, presented at WASSA 2023 workshop, investigates how RoBERTa can enhance emotion classification accuracy in essays, tackling the challenges associated with imbalanced datasets and offering valuable insights for future research.
Contact
If you have any questions, inquiries, or just want to say hello, feel free to reach out at mail.surajtc[at]gmail.com. I'll get back to you as soon as possible!