Related skills
python deep learning computer vision pytorch transformers📋 Description
- Develop DL models, tools and APIs for CV on geospatial data
- Benchmark CV models, incl. foundation models for remote sensing
- Acquire, curate, and preprocess data to geospatial information for training
- Develop training pipelines and architectures for remote sensing tasks
- Create and fine-tune DL models, including LLMs and vision models
- Write technical docs detailing methodologies and results
🎯 Requirements
- 3+ years Python in data science and deep learning
- Self-learner with coursework in ML/DL
- Stats: hypothesis testing, regression, Bayesian
- Finetuning transformer models or training foundation models
- PhD in CS/AI from IITs or top-tier colleges
- Existing work authorization for India
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