AI/ML Research Engineer (Member of Research Staff) | Artificial Intelligence | Systems | Hardware

I am an AI/ML engineer and researcher working at the intersection of Artificial Intelligence, Machine Learning, Systems, and Hardware.

My interests include Large Language Models, Agentic AI, Edge AI, Machine Learning Systems, Compilers, Programming Languages, IoT, Embedded Systems, and AI-native software.

I am particularly interested in translating research concepts into practical systems and exploring how intelligent software can become more efficient, reliable, scalable, and capable of operating closer to the edge.

• Artificial Intelligence and Machine Learning
• Large Language Models and Agentic AI
• Edge AI and On-Device Intelligence
• Machine Learning Systems
• Compilers and Programming Languages
• AI-assisted Software Engineering
• IoT and Embedded Systems
• Hardware–Software Co-design
• Graph Optimization
• AI Infrastructure and Efficient Inference

• AI-native programming languages
• Agentic compiler architectures
• Machine learning compiler optimization
• Efficient LLM inference
• Edge AI systems
• Intelligent IoT architectures
• AI-assisted developer tools
• Graph-based optimization
• Hardware-aware machine learning
• Intelligent software systems

Machine Learning Deep Learning LLMs Agentic AI AI Systems

Compilers Programming Languages MLIR LLVM ML Systems Graph Optimization

Python C C++ Java JavaScript Linux Git Docker

Edge AI IoT Embedded Systems ARM NVIDIA Arduino

My work and projects focus on:

• AI and machine learning systems
• Edge AI and intelligent IoT
• Compiler and programming-language research
• AI-assisted software engineering
• LLM and agent-based systems
• Hardware-aware AI applications
• Data and intelligent software systems

My long-term focus is on building intelligent systems at the intersection of:

Artificial Intelligence × Systems × Technology × Hardware × Software

I am interested in research and engineering problems that require understanding the complete stack, from models and algorithms to compilers, runtime systems, and hardware.

GitHub: Wise-Coder05

LinkedIn: Neavil Porus A

_{Building intelligent systems across the AI, systems, and hardware stack.}