Ollo, Inc.
AI/ML Engineer Intern
Worked on research and development for manufacturing video-analysis AI. This covered fine-tuning vision-language models, end-to-end development of a video-analysis pipeline, and accuracy improvements to existing algorithms.
Responsibilities
- Fine-tuned and evaluated a pretrained vision-language model, and confirmed improvement over the base model.
- Designed and implemented a pipeline that takes video input and produces analysis results with VLMs.
- Improved an existing video-analysis algorithm through data augmentation and changes to the inference procedure.
Python · PyTorch · Hugging Face · Unsloth · OpenCV · Computer Vision · Machine Learning · Linux