Intern- Information Technology, Generative A.I

Primary Duties & Responsibilities


* Conduct literature reviews on Mixture of Experts(MoE) and other advanced generative AI architectures


* Experiment with scaffolding methods to optimize MoE models for open-source training


* Assist in benchmarking and quantifying improvements in generative AI models.


* Explore scalability, performance trade-offs, and inference efficiency of different MoE implementations


* Document research findings, assist in writing technical reports, and present key insights


* Collaborate with the mentor to analyze the product implications of generative AI advancements


* engage in discussions on AI-driven innovation, specifically related to Coherent's domain.

Education & Experience


* Currently Pursuing or recently completed a Master's or PhD in Electrical Engineering, Computer Science, Applied Mathematics, or a related technical field


* Experience with machine learning frameworks such as PyTorch, Tensorflow, or JAX


* Coursework or research expericne in deep learning, generative models, or MoE architectures is a plus

Skills


* Strong understanding of transformer architectures and large scale AI models


* Proficiency in Python, with experience in deep learning libraries( PyTorch, Tensorflow, or JAX)


* Familiarity with quantization, model optimization techniques, and parallel computing(CUDA,TPUs, or other accelerators)


* Ability to analyze and interpret AI performance metrics and training dynamics


* Excellent problem solving skills and a quantitative approach to research


* Self Motivated with a strong desire to learn and contribute to cutting edge AI developments


* Effective communication skills to present research insights and document findings.

Working Conditions


* This position is onsite


* May require occasional off-site meetings or travel


* Regular use of a computer and other office equipment is necessary


* Interaction with team members and external contacts is a regular part of the job


* May require occasional overtime and flexibility in work hours to accommodate the executive's needs

Physical Requirements


* Sitting for extended periods while working on a computer or conducting meetings.


* Use of hands and fingers for typing, writing, and handling documents.


* Occasional lifting of objects or materials up to 20 pounds for administrative tasks.


* Ability to communicate verbally and in writing.


* Mobility within the office environment to attend meetings or interact with colleagues.

Safety Requirements

All employees are required to follow the site EHS procedures and Coherent Corp.

Corporate EHS standards.

Quality and Environmental Responsibilities

Depending on location, this position may be responsible for the execution and maintenance of the ISO 9000, 9001, 14001 and/or other applicable standards that may apply to the relevant roles and responsibilities within the Quality Management Sys...