Data Scientist, Engineer, AI, Educator
This project combines Retrieval-Augmented Generation (RAG) with AWS for scalability, GitHub CI/CD for automation, and Docker for deployment reliability. It’s a practical dive into AI and DevOps that’s transforming education. Check out the full story on Medium: Read the article from developers’ perspectives, Read the article from educators’ perspectives. Github: https://github.com/shj37/medical_aws_CICD
Summary Skills: Fine Tuning · Large Language Models (LLM) · Natural Language Processing (NLP) · TPU · GPU · Artificial Intelligence (AI) · LoRA · QLoRA · FinTech · financial risk compliance · Chatbot Development · Keras · PyTorch · Project Management · Gemma-2b · Gemma-7b · Data Cleaning · Synthetic Data Generation Highlights Project …
Role: Student AI Researcher at Skinopathy Skills: Artificial Intelligence (AI) · speech-to-text · Fine Tuning · QLoRA · Natural Language Processing (NLP) · Text-to-Speech Synthesis · Data Processing · Data Cleaning · OpenAI Whisper · Audio Recognition · Project Management
I conducted some preliminary tests to assess the efficacy of employing GPT-4 for analyzing reference documents and generating answers for tasks assigned in the first semester of my graduate certificate program. It’s worth noting that this project was carried out post-completion of those courses, and therefore, was not utilized for the assignments associated with those …
In the realm of online shopping and entertainment, we often encounter personalized recommendations like “You may also like this item” or “Recommended movies based on your preferences.” These suggestions stem from association rule mining algorithms, specifically market basket analysis. This method uncovers item relationships from historical data, shedding light on customer behavior and preferences. Recently, …