I'm a passionate AI developer specializing in machine learning models and large language models (LLMs). My work focuses on fine-tuning, optimization, and deploying AI solutions. I enjoy exploring the frontiers of artificial intelligence and contributing to open-source ML projects.
satvik = {
"specializations": ["Machine Learning", "Deep Learning", "NLP", "LLMs"],
"frameworks": ["PyTorch", "TensorFlow", "Hugging Face", "JAX"],
"ml_skills": {
"nlp": ["Transformer Models", "LLM Fine-tuning", "Text Generation", "Sentiment Analysis"],
"computer_vision": ["Image Classification", "Object Detection", "GAN"],
"model_deployment": ["MLOps", "Model Serving", "Optimization", "Quantization"]
},
"tools": ["Weights & Biases", "MLflow", "DVC", "Ray"],
"cloud_ml": ["AWS SageMaker", "GCP Vertex AI", "Azure ML"],
"current_focus": "Fine-tuning and optimizing LLMs for specialized applications"
}
- Advanced LLM fine-tuning techniques
- Efficient model deployment and serving
- Multimodal AI systems
- Reinforcement Learning from Human Feedback (RLHF)
- Model quantization and optimization
I'm always open to collaborating on interesting ML/AI projects or discussing the latest developments in the field. Feel free to reach out!
Building the future, one model at a time!