College Intern
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
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
Disclaimer:This job description describes the general nature and level of work performed in this role. It is not intended to be an exhaustive list of all duties, skills, responsibilities, knowledge, etc. These may be subject to change and additional functions may be assigned as needed by management.
1 PHD
Full time
No shift premium (India)
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