Saimanoj N.

Saimanoj N.

India
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About Me

Sai is a highly skilled Software Engineer with a proven track record of architecting scalable, GenAI-powered solutions that drive significant business value, such as the ProcureSight SaaS platform which generated $1M in its first quarter. With a technical foundation from NIT Calicut, Sai excels at modernizing complex systems through the use of Java, Spring Boot, Microservices, and cloud-native technologies like AWS and Azure. His expertise extends across the full development lifecycle, from implementing RAG-based AI architectures and optimizing database performance to automating DevOps pipelines that reduce deployment times by 75%. Recognized with awards for innovation and collaboration, Sai combines deep backend proficiency with frontend experience in React.js and a strategic approach to data engineering, consistently delivering high-performance applications that enhance user experience and operational efficiency.

AI, ML & LLM

LangChain LLM

Frontend

JavaScript React.js Next.js

Backend

Python PHP Spring Boot Rest API Node.js Java

Database

PostgreSQL MongoDB

DevOps

Prometheus Kubernetes AWS Azure Terraform Docker Jenkins Grafana CloudWatch

Workflow

Git Gitlab JIRA Confluence

Other

Pandas Scikit Learn Helm Logstash Elasticsearch Kibana Swagger jQuery Nx Bitbucket Apache Kafka Microservices Graphql Gradle Maven JPA Hibernate Redux H2 Redis S3 GenAI MCP RAG

Work history

Appian
Software Engineer II
2022 - 2026 (4 years)
Remote

  • Architected and led the development of a GenAl-powered ProcureSight SaaS platform, delivering semantic search and Al-generated vendor insights, generating $1M in Q1 revenue with $10M projected by EOP2026.

  • Scaled search service capacity 4x (from 25 to 100 concurrent users), eliminating frequent > 30 second timeouts and achieving stable performance of 200 requests/sec at 0.5 second latency.

  • Migrated Transaction Manager to Spring, reducing database connection usage by 50% across all environments, optimizing read/write traffic routing, and doubling system scalability validated by Locust load tests.

GenAI RAG LLM OpenAIAWS Bedrock Spring BootJavaKafkaPythonLambdaS3Bedrock CloudWatchApi Gateway Step FunctionsWAFGrafanaPrometheusDockerKubernetesHelmArgoCD SAIL JIRA
Publicis Sapient
Associative Software developer 2
2021 - 2022 (1 year)
Remote

  • A Successful POC for a Global Experience Platform (GXP) supporting multiple Stellantis brand websites across APAC, the Middle East, and NA secured a $10M contract for product migration

  • Eliminated weeks-long onboarding delays for new markets by integrating Model Compare and Financial Calculator pages with an extensible, no-code solution. Onboarded APAC and Middle East market in 2 days for validating, correcting the data

  • Worked with AEM, Spring boot Java, React.js, Azure App, Azure DevOps, Maven, Docker, SonarQube, GraphQl, jQuery, Kubernetes, Helm, Jenkins, BitBucket, JIRA, Confluence, nx

AEM React.jsAzure DevOpsMavenDockerSonarQubeGraphqljQueryKubernetesHelmJenkinsBitbucketJIRAConfluenceNx
Publicis Sapient
Associative Software developer 1
2020 - 2021 (1 year)
Remote

  • Developed a utility to streamline data extraction from Product Catalog files (raw txt), and provided interface in AEM to address missing data. It reduced vehicle data generation time from a week to few minutes.

  • Boosted website traffic by 80% and sales by 50% within three months by integrating the Jeep APAC Build & Price configurator. Additionally, accelerated Middle East market onboarding to just 2 days by enhancing the configurator capabilities.

  • Automated advance booking process by eliminating manual intervention and processing time using PayU payments gateway and CarDekho.

AEM React.jsSwaggerPHPMicroservicesAzure DevOpsMavenDockerJenkinsBitbucketJIRAConfluence

Education

Education
B.Tech Production Engineering
NIT Calicut
2016 - 2020 (4 years)
Education
Developing Solutions for Microsoft Azure (AZ-204)
Microsoft
Education
Azure Fundamentals (AZ-900)
Microsoft
Education
THE COMPLETE 2020 WEB DEVELOPMENT BOOTCAMP
2020
Education
Data Science Professional Certificate Specialization
IBM