Nikhil Kumar Email & Phone Number

Bengaluru, Ka, In

Bengaluru, Karnataka, India

* Performing R&D over computer vision for a Forbes 500 FMCG client.- Utilizing computer vision for improvement in product production, quality and increase the efficiency of current infrastructure capabilities.- Implement Active learning over Mask-Rcnn in aim to reduce manual annotations work and improve overall training time by 20% with similar model accuracy.- Build and deploy pipelines to transfer data and enable interaction with edge IOT devices and sensors to cloud services. - Build SDK modules and Mediastore components to process data archives present on cloud storage and implement data management over various cloud databases for media files and metadata.

* Working with Forbes 500 FMCG client for their Computer Vision R&D .- Model deployment and api development- Building APIs for large data flow and storage leveraging data compression & parallel computing.* Worked for in-house R&D on Cloud resource cost efficiency measures .- Collaborated with Devops Team for MLE Azure cloud automation.- Leveraged Terraform and Azure Python SDK for query automation and cloud resource cost reduction

Chennai, Tamil Nadu, India

Leveraged best mlops tools and practices to create and deploy ml models & system . Used Kubernetes , Docker and Azure cloud services for cloud integration and deployment.- Build housing price prediction model- Packaged whole ML regression based predictive model.- Build function and user tests using Pytest- Documentated the packaged version using Sphinx- Deployed model on Azure using Docker images and containers leveraging Flask Api.- Scaled and managed the services deployment using Kubernetes on AKS.

➡️ Applied ML for deploying a predictive system.➡️ Used scikit-learn along with SQL and JDBC for continous data workflow .➡️ Made ML model user interactive using React webapp