I'm Swayam Patil, a final-year Computer Science Engineering student with a strong focus on Machine Learning, Deep Learning, and Software Development. I enjoy creating innovative solutions that make a positive impact and am always open to new projects and collaborations in the tech world.
- Fine-tuned Llama 3 model on specialized datasets using Unsloth for NLP tasks.
- Implemented Retrieval-Augmented Generation (RAG) with Langchain and vector databases like Pinecone and Chroma.
- Developed real-time systems using WebSockets and Django Channels for chat and notifications.
- Built and deployed ML models on AWS, including a credit risk prediction model using EC2 and S3.
- Fine-tuned YOLO for weed detection in agricultural fields to aid precision agriculture.
- Created virtual environments with Docker to streamline development and enhance collaboration.
- Languages: Python, C, C++, R
- Machine Learning: Scikit-learn, NLP, Clustering
- Deep Learning: TensorFlow, CNN, LSTM, GANs, YOLO
- Frameworks: HuggingFace, Langchain, Unsloth
- Vector Databases: Pinecone, ChromaDB
- Web Development: Django, Flask, React, FastAPI
- Frontend: HTML, Bootstrap, Tailwind
- Databases: MongoDB, SQLite, Oracle
- Cloud Services: AWS (EC2, S3, RDS)
- Tools: Docker, Tableau
I'm always excited to collaborate on projects related to:
- Machine Learning and Deep Learning applications
- NLP and Data Science challenges
- Full-stack Web Development
- Real-time systems and cloud-based ML deployments
Feel free to reach out if you'd like to collaborate or discuss new ideas! Let's create something impactful together.