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.
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.
Here are some highlighted projects in this repository:
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- 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
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- 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
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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.
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.
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! 🚀