Balraj Ashwath

Senior Machine Learning Engineer

Microland•  July 2019 - Present

- Designed and developed ML features for a cloud-based AIOps platform. - Implemented Forecasting & Anomaly Detection systems on metric data collected on edge devices for metric time-series analysis & modeling. - Developed NLP-based alert-text clustering system aimed at grouping unlabeled alerts into meaningful topics.

Research Intern

Video Analytics Lab, CDS Department, Indian Institute of Science•  May 2019 - July 2019

- Developed novel CNN model for motion compensation in HIgh Dynamic Range image-fusion & -deghosting. - Work presented at ECCV 2020.

Undergraduate Researcher

Image Processing and Analysis Lab (iPAL), National Institute of Technology•  July 2018 - April 2019

- Road Extraction from Satellite Imagery: Developed novel segmentation architecture to identify road pixels in aerial imagery based on concepts from U-Net, dense & residual networks. - Journal Paper published in IEEE Access.

Summer Intern (Machine Learning)

RBL Bank•  May 2018 - July 2018

- Developed lightweight CNN-based OCR models to identify KYC details from PAN / Aadhaar cards.