Amrita Sundaray
Machine Learning Engineer at Quantiphi | WTEF Scholar | IIIT Bhubaneswar
- Role
- Machine Learning Engineer at Quantiphi
- Location
- Mumbai, MH, IN
- LinkedIn followers
- 500 followers
About Amrita Sundaray
I am interested in Deep Learning and it\'s application in various fields.
Experience
Machine Learning Engineer
Jul 2021 — Present · Mumbai, IN
Implemented a custom agent and one-shot prompting on Gemini Flash LLM model along with pandas library to extract tabular data from all Excel file types.• Implemented one-shot prompting on Gemini Flash LLM model to extract client data from all PDF file types.• Implemented a nearest neighbour algorithm with Textract API in order to find the most appropriate bbox for the results extracted by LLM from a PDF.• Implemented LoRA pipeline to train WizardCoder LLM to generate a severity score for input command.• Implemented YOLOv4 object detection model for identifying damaged rail car parts and achieved an avg. of 95% accuracy on 3 different use cases.
Education
International Institute of Information Technology, Bhubaneswar
Bachelor's degree, Computer Science
2017 — 2021
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