Akshay Uppal
Machine Learning Engineer • Researcher • Technical Writer
Building intelligent systems at the intersection of Document AI, NLP, and Generative AI. Specializing in conversational interfaces and LLM-powered applications. I demystify cutting-edge ML research through detailed paper annotations and practical tutorials, making advanced AI concepts accessible to engineers and researchers worldwide.
🎯 Areas of Expertise
Conversational AI
Building intelligent chatbots, dialogue systems, and conversational interfaces using LLMs and advanced NLP techniques.
Generative AI
Working with large language models, prompt engineering, RAG systems, and creating AI-powered content generation solutions.
ML Engineering
Production ML systems, model deployment, API development, and scalable ML infrastructure using FastAPI and modern tools.
LLM Evaluation
Comprehensive evaluation frameworks for large language models, including performance metrics, bias detection, and quality assessment.
Document AI
Intelligent document processing, layout analysis, and information extraction from structured and unstructured documents.
Natural Language Processing
Advanced NLP techniques, transformers, language models, and text understanding systems for real-world applications.
🛠️ Tech Stack
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