HP is looking for an individual to join the AI Lab team as a summer intern. This team is responsible for exploring and pushing the boundaries of the state-of-the-art applied Gen AI research with a focus on edge applications. The candidate will be involved in the research and development of generative AI models and will work with other team members to develop novel ideas and proof-of-concept prototypes potentially leading to publications. The role will involve research, development in the area of model optimization for edge use cases.

Responsibilities

• Proposes innovations that improve on the state of the art
• Develops/fine-tunes Generative AI models for target applications
• Conducts analysis and benchmarking to show improved model performance
• Implements alternative approaches and baselines from the latest research

Education & Experience Recommended

• Enrolled in Bachelor/Master/PhD in Computer Science, Electrical Engineering, Mathematics, Statistics, or any other related discipline.
• Typically, has finished formal courses in any or all the following courses: data analytics, statistical modeling, machine learning, deep learning

Knowledge and Skills:

Required:

• Algorithms
• Basic Deep Learning
• Machine Learning (Classification, Regression, Bagging, Boosting)
• Natural Language Processing
• Python Programming & PyTorch Framework
• Hugging Face Library (practical knowledge of fine-tuning using LoRA/QLoRA)
• Experience with Git workflow (staging, commit, push, pull request, branching, merging)

Good to have:

• Basic Transformers implementation from scratch using PyTorch
• Architectural knowledge of LLaMA, MoE models
• Knowledge of how to interact with small gaming environments like Atari for Deep RL algorithms
• Skill in systems engineering, high-performance computing, with a strong emphasis on efficient implementations

Role: Data Science & Machine Learning - Other

Industry Type: IT Services & Consulting

Department: Data Science & Analytics

Employment Type: Full Time, Permanent

Role Category: Data Science & Machine Learning

Education

UG: Any Graduate

PG: Any Postgraduate

About company

Our vision is to create a world where innovation drives extraordinary contributions to humanity. This vision guides everything we do, how we do it, and why we do it.

Our technology a product and service portfolio of personal systems, printers, and 3D printing solutions was created to inspire our vision and we are doing everything in our power across climate action, human rights, and digital equity to make it so.