Research Intern Generative AI for Multimodal Interactions

Intel Corporation

Apr 11

Applications are closed

Internship
Full-time
Off-cycle Internship
Data
Software Engineering
$63K - $166K

Requirements

The candidate must be pursuing a PhD degree in Electrical Engineering, Computer Engineering, Electrical & Computer Engineering, Computer Science or in related field with ML/AI focus.
1+ year experience in below areas:
Deep Learning, i.e. Computer Vision and/or Natural Language Processing
AI frameworks (e.g. PyTorch, TensorFlow)
Python and C++ languages, and Linux OS
Preferred Qualifications:
1+ year experience in Vision-Language Systems and RAG pipelines.
Knowledge of novel paradigms beyond supervised learning, such as weakly supervised multimodal reasoning, Human in the loop approach, uncertainty, and anomaly detection
1+ year experience with NLP techniques such as natural language understanding, semantic role labeling, information extraction
Familiarity with Intel OpenVino and RealSense technologies
Familiarity with ROS (Robotic Operating System)
Publications in top-tier conferences and journals in machine learning related fields (NeurIPS, ICML, AAAI, ACL, etc.)

Responsibilities

This work will involve developing efficient multimodal architectures and pipelines for vision/language interaction systems for real-time task guidance support, in particular (but not limited to) manufacturing domain.
In this context, the intern will be able to explore methods to improve LLM-based Retrieval-based pipelines from complex metadata in documents (e.g., free form text, tables and figures), prompting approaches (e.g., ReAct, multimodal-react, thought-prompting etc.) and conversational Human/Assistant dialogues to generate responses that are factually correct and may involve multi-step reasoning.
You will be building and evaluating systems and proofs-of-concept that will allow for the deployment of scalable approaches in real settings. This research will enable validation of the ideas and the publication of findings in both internal and external venues.

Intel Corporation

Technology

Industry

10,001+

Employees

1968

Founded Year

Mission & Purpose

Intel’s mission is to shape the future of technology to help create a better future for the entire world. By pushing forward in fields like AI, analytics and cloud-to-edge technology, Intel’s work is at the heart of countless innovations. From major breakthroughs like self-driving cars and rebuilding the coral reefs, to things that make everyday life better like blockbuster effects and improved shopping experiences — they’re all powered by Intel technology. With a career at Intel, you have the opportunity to help make the future more wonderful for everyone.