Sudar Saravanan profile photo 1 on Tal

Sudar Saravanan

Principal Engineer @ Aivar | Ex-AWS, Ex-VMware

Bengaluru
Hiring

Senior Machine Learning Engineer

Aivar Innovations

Aivar Innovations logo

I'm hiring for Engineering. I am looking for a Senior Machine Learning Engineer to own internal training workflows and model evaluation at Aivar Innovations.

Bengaluru

₹20–40 LPA

CTC

4–8 years

Exp

About Sudar

Aivar Innovations
Jul 20264 mosPresent

Bengaluru

Broadcom
Oct 20232 yrs 10 mosJul 2026

Bengaluru

VMware
Apr 20221 yr 6 mosSep 2023

Bengaluru

Designed and built NSX Advanced Load Balancer's Control Plane components as a cloud-native SaaS from scratch for AVI Research and Development Org
Amazon Web Services (AWS)
Feb 20193 yrs 2 mosMar 2022

Bangalore

Amazon Web Services (AWS)
Jul 20187 mosJan 2019

Bengaluru Area, India

Amazon Web Services (AWS)
Jul 20171 yrJun 2018

Bengaluru Area, India

: - Work closely with AWS customers and helped them improve their architecture and technology stack on AWS and troubleshoot issues that occur in their infrastructure. : - Services I focus on, but are not limited to: Lambda, API Gateway, Cognito, AppSync, Step Functions, DynamoDB, Lambda@Edge, CloudFront, S3, MobileHub, SQS, Kinesis, SNS, CloudWatch, CloudFormation, EC2 (Linux), EBS, Load Balancers, AutoScaling, VPC, EFS and so on. : - Contributed to AWS services like AWS Lambda, Amazon Cognito, AWS AppSync and AWS SDKs. : - Developed internal tools to improve the operational excellence of AWS Premium Support. Experience setting up CI/CD pipelines and familiar with deployment concepts like Blue-Green Deployments and Canary releases. : - Experience designing and building Highly Available, Fault Tolerant and Scalable solutions on AWS infrastructure using native AWS services, third-party and open-source technologies. : - Strong knowledge in Serverless, Event-Driven and MicroServices Architecture patterns. Hands-on experience architecting, designing and implementing microservices solutions utilizing container-based technologies including Docker and Kubernetes. : - Strong knowledge of technologies like Linux, EC2 Virtualization, EBS storage, and Lambda containers. : - Experience designing and implementing APIs, including a deep understanding of REST, SOAP and GraphQL : - In-depth knowledge of SSO protocols like SAML, OAuth 2.0 and OIDC. : - Good understanding of standard networking protocols and components such as HTTP, DNS, SSL/TLS, TCP/IP, the OSI Model, networking and load balancing. : - Good understanding of Distributed System Concepts - Consensus, CAP theorem, Vector Clocks, Sharding, Indexing, Consistent-Hashing Algorithm : - Strong ability to interact with all levels of the organization.
FixNix, Inc.
Sep 20164 mosDec 2016

Chennai Area, India

: - Developed backends using Django and NGINX for ML-based GRC SaaS products. : - Experience building Web Dashboards for using Angular.Js and D3.Js. : - Experience setting up deployment infrastructure in AWS and Azure. : - Received the **"Best use of Microsoft Azure Cloud Platform"** award from Microsoft Corp. at Rise Hackathon created by Barclays in Sep 2016.

Education

International Institute of Information Technology Bangalore

Post Graduate, Machine Learning and Artificial Intelligence

International Institute of Information Technology Bangalore

20181 yr2019
SSN college of engineering

Bachelor's degree, Computer Science and Engineering

SSN college of engineering

20134 yrs2017

Join Sudar and 10k+ other professionals on

Tal Boss

Tal is the app where bosses meet engineers & builders directly, without middlemen

Download Tal Boss
TAL BY GRAPEVINE
Message Sudar

Sudar Saravanan on Tal

Headline

Principal Engineer @ Aivar | Ex-AWS, Ex-VMware

About

Software engineering leader specialising in cloud infrastructure, distributed systems, Kubernetes, and AI platforms. I have built private and public cloud infrastructure services at AWS and VMware, working on complex systems that must remain scalable, reliable, and operationally simple. I am currently focused on building enterprise-grade AIOps and MLOps platforms for managing AI workloads across cloud, on-premises, and heterogeneous compute environments. Alongside my engineering work, I conduct independent research into machine learning, neural networks, self-organising systems, and the computational principles underlying biological intelligence.

Location

Bengaluru

Work experience

Engineering Leader at Aivar Innovations, Jul 2026 - Present · 4 mos, Bengaluru

Research Development Software Engineer at Broadcom, Oct 2023 - Jul 2026 · 2 yrs 10 mos, Bengaluru

Member Of Technical Staff at VMware, Apr 2022 - Sep 2023 · 1 yr 6 mos, Bengaluru, Designed and built NSX Advanced Load Balancer's Control Plane components as a cloud-native SaaS from scratch for AVI Research and Development Org

Software Development Engineer at Amazon Web Services (AWS), Feb 2019 - Mar 2022 · 3 yrs 2 mos, Bangalore

Cloud Support Associate II at Amazon Web Services (AWS), Jul 2018 - Jan 2019 · 7 mos, Bengaluru Area, India

Cloud Support Associate I at Amazon Web Services (AWS), Jul 2017 - Jun 2018 · 1 yr, Bengaluru Area, India, : - Work closely with AWS customers and helped them improve their architecture and technology stack on AWS and troubleshoot issues that occur in their infrastructure. : - Services I focus on, but are not limited to: Lambda, API Gateway, Cognito, AppSync, Step Functions, DynamoDB, Lambda@Edge, CloudFront, S3, MobileHub, SQS, Kinesis, SNS, CloudWatch, CloudFormation, EC2 (Linux), EBS, Load Balancers, AutoScaling, VPC, EFS and so on. : - Contributed to AWS services like AWS Lambda, Amazon Cognito, AWS AppSync and AWS SDKs. : - Developed internal tools to improve the operational excellence of AWS Premium Support. Experience setting up CI/CD pipelines and familiar with deployment concepts like Blue-Green Deployments and Canary releases. : - Experience designing and building Highly Available, Fault Tolerant and Scalable solutions on AWS infrastructure using native AWS services, third-party and open-source technologies. : - Strong knowledge in Serverless, Event-Driven and MicroServices Architecture patterns. Hands-on experience architecting, designing and implementing microservices solutions utilizing container-based technologies including Docker and Kubernetes. : - Strong knowledge of technologies like Linux, EC2 Virtualization, EBS storage, and Lambda containers. : - Experience designing and implementing APIs, including a deep understanding of REST, SOAP and GraphQL : - In-depth knowledge of SSO protocols like SAML, OAuth 2.0 and OIDC. : - Good understanding of standard networking protocols and components such as HTTP, DNS, SSL/TLS, TCP/IP, the OSI Model, networking and load balancing. : - Good understanding of Distributed System Concepts - Consensus, CAP theorem, Vector Clocks, Sharding, Indexing, Consistent-Hashing Algorithm : - Strong ability to interact with all levels of the organization.

Full Stack Developer Intern at FixNix, Inc., Sep 2016 - Dec 2016 · 4 mos, Chennai Area, India, : - Developed backends using Django and NGINX for ML-based GRC SaaS products. : - Experience building Web Dashboards for using Angular.Js and D3.Js. : - Experience setting up deployment infrastructure in AWS and Azure. : - Received the **"Best use of Microsoft Azure Cloud Platform"** award from Microsoft Corp. at Rise Hackathon created by Barclays in Sep 2016.

Education

Post Graduate, Machine Learning and Artificial Intelligence, International Institute of Information Technology Bangalore

Bachelor's degree, Computer Science and Engineering, SSN college of engineering

Sudar Saravanan - Engineering Leader in Bengaluru | Tal