INTERNSHIP - NAND Cell Characterization & AI Tools
Core
Build AI-enabled tools to automate the analysis and processing of micro-probing characterization waveforms for NAND memory technology development.
Role type
Intern, AI/ML engineer (waveform analysis)
Builds
AI tools for waveform ingestion, preprocessing, feature extraction, and delta analysis
Domain
Semiconductor memory (NAND flash) and AI/ML
Deliverable
production ML models
Required skills
Python, C/C++, AI/ML fundamentals (LLMs, embeddings), signal processing, time-domain waveform concepts
Preferred skills
NAND flash operations, LLM/agent frameworks, waveform processing libraries
Technologies
Python, C/C++, LLM frameworks, oscilloscope data formats
Responsibilities
Collaborate with CELL engineers on micro-probing workflows; Build modular AI components for waveform processing; Develop a structured comparison engine for delta analysis; Generate detailed reports for engineer review; Implement an engineer-in-the-loop validation interface; Validate tool robustness through test cases; Document modules and usage guidelines
Seniority
Intern
