AI Engineer Interview Questions: Recurrent Neural Networks

Analysis of fully connected layers' limitations on sequential data and one-hot encoding trade-offs, with embedding and RNN alternatives for efficient sequence modeling.

What Is an AI Agent

Technical overview of AI agents: how they use machine learning and multimodal data to perform tasks, make decisions, and enable applications in healthcare and autonomy.

RZ/A2M Microprocessor Datasheet for Embedded AI Imaging

RZ/A2M MPU for high-speed embedded AI image processing: hybrid DRP preprocessing tightly coupled with a Cortex-A9 CPU, up to 4MB SRAM and multiple PWM outputs.

MAX78002 Evaluation Kit Datasheet

MAX78002 evaluation kit overview: modular I/O for AI prototyping, supporting DVP/CSI cameras, I2S audio/mics, QWIIC expansion, power measurement and debug headers.

Voice Recognition Applications in Communications

Technical overview of voice recognition (ASR) in communications: development, mobile and smart home applications, assistive uses, and future trends with 5G.

MambaQuant: Post-Training Quantization for Mamba Models

MambaQuant: PTQ for Mamba models using KLT-enhanced and smoothed fused rotations to enable high-accuracy W8A8/W4A8 post-training quantization with <1% loss.

RK3576 Human Keypoint (Skeleton) Detection

Human keypoint detection guide covering API, model deployment, example code, 17-point keypoint mapping and benchmark runtime (53–93 ms) on EASY-EAI Orin-Nano.

Manufacturers of China-made Differential Scanning Calorimeters

Technical overview of differential scanning calorimeter capabilities and selection: measuring polymers, metals, chemical kinetics, pharma and food stability, and DZ-DSC models.

Janus-Pro on Orange Pi AI Pro Board Guide

Step-by-step deployment guide for Janus-Pro on Orange Pi AI Pro (20T) using MindSpore v2.5.0 and MindSporeNLP, covering environment setup, swap, and examples.

Senior Engineer Review of the ELF 2 Development Board

Hands-on review of the ELF 2 learning board with RK3588: hardware, documentation, embedded Linux and AI tutorials, multimedia interfaces, expandability and suggested improvements.