👋 Hi, I'm Ralph, an AI Research Fellow and software engineer focused on building and evaluating intelligent systems. I provide coding domain expertise across software engineering, AI/ML, data engineering, and automation, with hands-on experience analyzing and improving large language models in real-world coding scenarios.
- Core: Software Engineering, API Design (REST), Backend Development, System Design
- Languages: Python, Java, JavaScript, SQL
- Frameworks: Flask, FastAPI, Django, React.js, Next.js, Node.js, Spring Boot
- AI / ML: LLM Evaluation, Prompt Engineering, Model Performance Analysis, Code Generation Assessment
- DevOps & Tools: Docker, Git, GitHub Actions (CI/CD), Kubernetes
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Phisecure
Full-stack phishing simulation platform built with React and Flask, designed to analyze user interaction with phishing attempts and provide educational feedback. -
Personal Name Extractor
Java-based machine learning pipeline for text classification and entity extraction from unstructured data.
- Evaluating and improving LLM performance across coding tasks (debugging, refactoring, CI/CD, system design)
- Applying AI/ML and data-driven approaches to real-world engineering problems
- Expanding knowledge in MLOps, cloud systems, and scalable AI infrastructure
- GitHub
- Email: mpanur@gmail.com