Jay Thakkar
Senior Machine Learning Research Engineer @ AGS Health | Developing Advanced GenAI Models
- Role
- Senior Machine Learning Research Engineer at AGS Health
- Location
- Surat, IN
- LinkedIn followers
- 500 followers
About Jay Thakkar
Graduated with a Master\'s degree in Computer Science from the Indian Institute of…
Experience
Senior Machine Learning Research Engineer
Dec 2021 — Present · Ahmedabad, IN
Enhanced GenAI models for medical coding, resulting in 30% more recall rates for specific prompts- Customized pretrained models for extreme multi-label classification tasks using more than 4 millionencounters, achieving 15% higher precision and recall rates of the in-house algorithms- Fine-tuned state-of-the-art LLMs and BERT-based models using techniques like PEFT and LoRA- Integrated machine learning models into the CI/CD pipeline to interpret and explain the predictions,providing actionable insights to healthcare professionals, stakeholders, and end-users- Developed models by rigorous experimentation and evaluation of configurations andhyperparameters before deployment contributing to improved overall performance and efficiency- Curated healthcare datasets by collaborating with domain experts and validated model results,aligning with real-world MLOps coding practices using Amazon Web Services.
Education
Indian Institute of Information Technology Vadodara
Master's degree, Computer Science
2019 — 2021
Chhotubhai Gopalbhai Patel Institute of Technology
Bachelor of Technology, Information Technology
2014 — 2018
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