My Portfolio

Welcome to my GitHub portfolio! This repository serves as a showcase of my skills, projects, and experiences. Feel free to explore and learn more about my work.

Table of Contents

• About Me
• Projects
• Skills
• Contact

About Me

I am Rohan Kumar Singh, a passionate developer with a strong background in Machine Learning and NLP. My journey has allowed me to work on diverse projects and gain expertise in Natural Language Processing. I am enthusiastic about Large Language Models and Reinforcement Learning.

Projects

Here are some highlighted projects in this repository:

1. Sarcastic Chatbot:

   • Fine-tuned version of Text-to-Text Transfer Transformer (T5) for conversational purposes
   • Chatbot is incorporated with MongoDB for saving and downloading chats with faster query
   • Python, Deep Learning, PyTorch Lightning, MongoDB, Hugging Face, Git LFS, Streamlit, Gradio

2. Hinglish Transformer:

   • Neural Machine Translation model using Seq2Seq with Attention mechanism comprising of GRU RNN cell
   • Served using FastAPI and achieved BLEU score of 40 by training on 200K samples (Hinglish to English)
   • Python, Deep Learning, Tensorflow, FastAPI, Docker, Metaphone, Hugging Face, Git LFS, Streamlit

3. Bangalore Home Price Predictor:

   • Implemented Linear Regression model using dockers and automated workflow with Github Actions
   • Used Flask Server as backend and HTML, CSS for frontend
   • Python, Machine Learning, Flask, Docker, Github Actions, EDA, Feature Engineering, Git, HTML, CSS

Feel free to explore the projects directory for a comprehensive list.

Skills

I specialize in:

• C/C++
• Python
• Machine Learning
• NLP

I am proficient in C/C++, Python, Flask, FastApi, MySQL, MongoDB, Git and Docker. Always eager to learn and adapt to new technologies.

Contact

You can reach out to me via email or connect with me on LinkedIn. I am open to collaboration, discussions, and feedback.

Thank you for visiting my portfolio! 🚀