SURYA PRASATH
@suryaprasath
Machine Learning Engineer at Avalara Technologies
Coimbatore, India
Surya Prasath is a Machine Learning Engineer with expertise in NLP, computer vision, and automation pipelines. He has experience developing BERT-based transformer models and deep learning invoice processing systems. He holds an MSc in Data Science from PSG College of Technology and is proficient in Python, SQL, and various ML frameworks.
Experience
Machine Learning Engineer
Avalara Technologies
Worked on text classification NLP task using BERT based transformer models. Developed, trained, deployed and maintained the models in production. Created automation pipelines for training ML models using AWS SageMaker to improve performance and efficiently use computation. Reduced manual labour by 30% through automation, thereby increasing the overall profit by 4 times.
AI/ML R&D ENGINEER (Intern)
Intain AI Pvt Ltd
Developed a deep learning based invoice processing system that captures data from scanned invoice images and reduces manual operations by 10 times. Implemented a table recognition module to fetch data from bordered and border-less tables in invoices with FasterRCNN computer vision technique. Created a pipeline for training and deployment of the model in GCP.
SOFTWARE ENGINEER (Intern)
KLA-Tencor
Designed and implemented a simulation mechanism in C# and python that mimics the working of a wafer measurement tool. Exposed the simulator as an API for other developers.
Education
PSG College of Technology
MSc
Data Science
Sri Sowdeswari Vidyalaya
CLASS XII