I'm Sahitya Arya, a seasoned Deep Learning Engineer with one year of hands-on experience in both Deep Learning and Machine Learning. Throughout my career, I've authored more than three research papers and have gained a profound understanding of Deep Learning techniques. Additionally, I possess expertise in Large Language Models (LLMs), contributing to my comprehensive skill set in cutting-edge technologies for artificial intelligence.
ChatGPT's decoder-only architecture pioneers conversational AI, leveraging self-attention for efficiency and relevant text generation.
Explore LangSmith: a comprehensive DevOps platform for developing, testing, deploying, and monitoring LLM applications.
Learn to leverage MongoDB Atlas Vector Search for semantic search and RAG, using LangChain, LlamaIndex, and client libraries.
Learn all about i-Transformer and how it adapts the traditional transformer architecture for multivariate time series forecasting.
Explore Decoder-Only Transformer: attention, normalization, classification. Master text generation & translation.
Mastering Graph Neural Networks (GNNs) implementation from basics, applications in social networks, drug discovery, and more.
X-CLIP: Revolutionizing Video Recognition with Language-Image Pretraining, Innovative Architecture, & Zero-Shot Classification Capabilities.
AdaHessian: Implementation, 3D Analysis, and Comparison with Adam for Efficient Deep Learning Optimization.
Learn how evaluation metrics like IoU and mAP are essential for effective object detection and how to choose the best method!
