A product company based in Chennai, India, to make and sell PCBs, Motors, Robots and Things in India.

Work as an Independent Solutions engineer while actively upgrading my skills on Machine Learning, Computer Vision, MLOps and Robotics.One of the projects is a PHP/MYSQL based Web Application for Doctors and Patients to monitor and track healthcare in a special medical program for a Canada based client. The app also integrates with Terra, on-boards patients' smart devices, periodically collect data, perform some calculations and display them in a dashboard for doctors to further track them. This project is ongoing.Another project is to collect DICOM files from various Medical Instruments in a hospital and aggregate them in a central repository for further processing. This is an evolving project.This is a personal project. Implement a Pick & Place Robot aided by Computer Vision models such as SAM, Tag2Text, Recognise Anything, GroudningDino. The goal of this project is pick and place small objects using chopsticks as an end effector aided by Compuer Vision. The project requires an E2E MLOps pipeline with tools such as MLFlow, Label Studio for Image Annotation, model training using existing open source models, etc. This is an ongoing project.

Migrate Cisco Collaboration Infrastructure from Partner/Customer DC to Cisco Collaboration Cloud.Design, develop and enhance orchestration framework, create libraries to support migration to cloud.Minimize manual work and improve number of migrations per month with minimized service downtime.

Lead a team of solution software engineers in the Cloud Collaboration Technology Group of Cisco.Do regression testing for Hosted Collaboration Solution which is made of Datacenter (UCS & ESXi), Network(Routers, Switches, firewalls, SDWAN), Storage(SAN, Switches), Hosted Management Applications, Hosted Cisco Collaboration Applications and UC clients (Jabber, WebEx teams, IP Phones)Automate and innovate as much in the above.

Operation Lead for a Very Large Enterprise Telecommunications and Data network of one of the biggest banks in the world managed by Cisco CMS. The network spans 61 countries with over 350+ critical business application servers, 1500+ voice gateways, 150K+ Jabber endpoints, 150K+ IP phones, etc.Trained engineers on Cisco Collaboration Application Servers, voice gateways, endpoints ( IP phones and Jabber), Microsoft AD, Informix DB replication in Cisco vos products, Handled escalations on the same, Visioned and Developed several high impacting IT Operations/automation tools, Cross collaborated with Service Delivery Leads, Customer Stakeholders, other internal Cisco Services BUs such as Advanced Services, SSR team, Change Management, Problem Management, Cisco TAC and third party vendors.

As a Technical Support Engineer handling Cisco Collaboration Technologies, gained expert level knowledge and troubleshooting capabilities across several products and Technologies such as Cisco Call Manager, Cisco Unity Connection, Cisco Unified IM & Presence, Informix DB replication, Cisco Voice Gateways, Jabber, IP phones, VoIP protocols, LDAP, Microsoft AD, Exchange, etc.Developed python scripts for data collection and log analysis for multiple Cisco products, Microsoft Active Directory, Microsoft Exchange, etc. Contributed to Cisco's central log analysis platform.