Platform EngineerCloud Infrastructure · Kubernetes · AI Platforms

Platform Engineer with 3+ years of experience designing, automating, and operating cloud-native platforms across GCP, AWS, and Snowflake. Building scalable Kubernetes infrastructure, CI/CD automation, and AI/ML platforms for enterprise workloads.

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Technologies & Tools

Expertise across DevOps, Cloud, and Infrastructure Automation

Kubernetes

Docker

Terraform

GitHub Actions

GitLab CI

Helm

ArgoCD

Skaffold

Prometheus

Grafana

AWS

GCP

Azure

Jenkins

Snyk

SonarQube

Python

Bash

Git

GitHub

GitLab

React

Next.js

Angular

Snowflake

PostgreSQL

Qdrant

Milvus

Trivy

Wiz

CloudWatch

Cloud Monitoring

Fargate

SQL

Kubernetes

Docker

Terraform

GitHub Actions

GitLab CI

Helm

ArgoCD

Skaffold

Prometheus

Grafana

AWS

GCP

Azure

Jenkins

Snyk

SonarQube

Python

Bash

Git

GitHub

GitLab

React

Next.js

Angular

Snowflake

PostgreSQL

Qdrant

Milvus

Trivy

Wiz

CloudWatch

Cloud Monitoring

Fargate

SQL

Featured Projects

Real-world projects demonstrating Platform & DevOps expertise

Financial Variance Platform

Quantiphi2026 - Present

Architected end-to-end deployment solutions hosted entirely within Snowflake using Snowpark Container Services (SPCS), driving modern data-app integration.

Pioneered SPCS adoptionOptimized compute costsSeamless internal integrations

Led the platform transition to Snowpark Container Services (SPCS) for native app hosting

Designed secure ingress configurations, API gateways, and complex internal networking

Managed scalable Snowflake compute warehouses and optimized container resource allocations

Established security boundaries and secure application access patterns within Snowflake

Defined best practices for Snowflake image repositories and container lifecycles

SnowflakeSPCSDockerNetworking

General Agent Platform

Quantiphi2025 - Present

Architected and owned the deployment of a multi-service enterprise AI Agent platform, establishing scalable GitLab CI/CD pipelines and secure infrastructure.

Supported 50+ AI microservices99.9% platform uptimeZero-downtime deployments

Spearheaded the architecture of a high-availability AI Agent platform on GKE

Designed automated GitOps pipelines reducing deployment times by 75%

Managed distributed Qdrant vector databases for massive scale AI search

Enforced enterprise security postures using Trivy and Wiz scanning

Mentored junior engineers on containerization and cloud best practices

GCPGKEGitLab CIQdrantPythonTrivyWiz

Causation Analysis Platform

Quantiphi2026 - Present

Led the infrastructure design and Terraform automation for secure, large-scale data analytics and experimentation environments on GCP.

Supported 20+ AI microserviceAutomated provisioning by 80%Enterprise-grade security

Engineered secure multi-tenant isolation using Private GKE clusters and complex VPC peering

Developed extensible Terraform modules adopted across the engineering organization

Architected scalable, GPU-enabled JupyterLab sandbox environments for data science teams

Established private DNS zones and robust firewall policies for regulatory compliance

Drove the adoption of Infrastructure-as-Code standards across the platform team

GCPGKETerraformKubernetesJupyterLab

UFMEA Complaint Analysis

Quantiphi2025 - Present

Architected GxP-compliant AWS infrastructure using EKS Fargate for regulated healthcare workloads with full audit traceability.

100% GxP compliance70% less manual opsFull audit traceability

Architected regulated cloud infrastructure on AWS EKS with Fargate for healthcare workloads

Established automated deployment pipelines with Part 11 documentation and controlled releases

Designed auditable, secure production systems with comprehensive change management controls

Implemented CloudWatch observability for compliance monitoring and alerting

Managed PostgreSQL database infrastructure with automated backup and recovery procedures

AWSEKSFargateCloudWatchPostgreSQL

Audit Report Generation Platform

Insmed2025 - 2025

Designed and delivered a cloud-native audit report generation platform on GCP with streamlined developer workflows and multi-environment deployments.

50% faster setupZero-drift deploymentsUnified observability

Designed Kubernetes-native audit workload infrastructure on GKE

Implemented Skaffold-driven developer workflows reducing local setup time by 50%

Managed Helm-based release management with reproducible, zero-drift deployments

Established secure multi-environment deployment strategies for regulated workloads

Implemented centralized monitoring and logging for platform observability

GCPGKESkaffoldHelmDockerMilvus

Payer Submission & GVD Platform

Insmed2025 - 2025

Owned the platform infrastructure for HEOR and GVD document platforms, enabling large-scale data processing and patient identification pipelines.

2x developer velocityLarge-scale data pipelinesStandardized CI/CD

Owned end-to-end Kubernetes-native deployment infrastructure on GKE

Integrated Milvus vector database for high-performance document retrieval pipelines

Designed local Kubernetes development workflows improving developer velocity by 2x

Managed Snowflake data platform administration and access governance

Implemented standardized CI/CD pipelines across multiple platform services

GCPGKESkaffoldHelmMilvusSnowflake

Calantic Cloud Platform

Featured

Bayer2024 - 2025

Led platform engineering initiatives for enterprise healthcare AI workloads on GCP, modernizing legacy architectures to Kubernetes.

Managed 20+ GKE clustersCloud Functions to K8s migrationStandardized multi-env IaCAutomated Nessus & RBAC security

Architected GKE-based multi-environment platform with Terraform, Helm, and GitOps principles

Migrated legacy Cloud Functions services to Kubernetes clusters, improving scalability and maintainability

Integrated Cloud Monitoring and Alerts for centralized observability and monitoring

Supported Australia region for GKE workloads, helped in getting the AI services running in Australia region

Implemented Keycloak for secure authentication and authorization

Standardized Dev, UAT, and Production infrastructure through automated deployment pipelines

Implemented comprehensive security controls with IAM, RBAC, SonarQube, and Nessus vulnerability scanning

GCPGKETerraformKubernetesHelmCloud MonitoringGithub ActionsNessusKeycloak

User Account Provisioning (UAP)

Quantiphi2024 - 2024

AWS-based user account provisioning platform enabling secure, scalable enterprise access management.

Live

40% faster releasesZero downtimeSecure onboarding

Zero-downtime CI/CD

Terraform-based IaC

Serverless AWS architecture

RBAC with Cognito

Deployment governance

AWSTerraformGitLab CILambdaAPI GatewayCognito

Cloud Resource Logger

Open Source2024 - 2024

Open-source AWS CLI for discovering and managing cloud resources across services.

GitHub Live

Unified AWS CLIReduced manual effortExtensible design

Unified AWS resource CLI

Automated discovery

Modular architecture

Node.jsAWS SDK v3AWS CLIEC2S3Lambda

Direct Primary Care (DPC) Platform

Advaa Health2021 - 2022

HIPAA-compliant healthcare platform for independent physician practices.

Live

HIPAA-compliantImproved workflowsScalable UI

Membership & RBAC modules

EHR clinical documentation

HIPAA-compliant integrations

Healthcare API integrations

Scalable Angular UI

AngularTypeScriptAWSREST APIs

E-commerce Platform

Cancard Inc.2024 - 2024

High-availability serverless e-commerce platform built on AWS with automated scaling and monitoring.

Live

High availabilityAuto scalingProduction monitoring

Serverless backend services

Highly available data layer

Traffic-based scaling

CloudWatch monitoring

Fault-tolerant design

AWS LambdaAPI GatewayDynamoDBCloudWatchVPC

Admin Portal Dashboard

Personal Project2023 - 2023

Angular-based admin dashboard with AWS backend services.

GitHub Live

Responsive UIReusable componentsServerless backend

Material UI dashboard

AWS-backed APIs

Reusable components

AngularAWS S3LambdaAPI Gateway

Professional Journey

A glimpse into my career progression and key milestones

Platform Engineer

Quantiphi · 01/2024 - Present

Built and operated cloud-native platforms across GCP, AWS, and Snowflake supporting AI, healthcare, financial, and analytics workloads
Engineered Kubernetes platforms using GKE, EKS, Helm, and Terraform across multiple environments
Designed CI/CD automation using GitHub Actions and GitLab CI/CD with integrated security scanning
Implemented private cloud networking including VPC peering, private DNS, private clusters, and secure service communication
Developed GPU-enabled JupyterLab sandbox environments for experimentation and analytics workloads
Implemented observability using Prometheus, Grafana, Cloud Monitoring, Cloud Logging, and CloudWatch
Integrated Wiz, Trivy, SonarQube, IAM, and RBAC controls into platform security workflows
Developed applications on Snowpark Container Services (SPCS) with ingress, gateways, and internal service networking

Platform Engineer Intern

Quantiphi · 03/2023 - 12/2023

Supported CI/CD workflow enhancements for cloud deployments across AWS and GCP
Optimized build pipelines and container lifecycle management
Built internal automation scripts using Python and Node.js for infrastructure validation

Software Engineer Intern

Advaa Health · 03/2022 - 03/2023

Developed modern front-end web applications using Angular, TypeScript, and RESTful APIs
Integrated automated testing with Jasmine/Karma and CI/CD workflows for frontend releases
Improved code quality and reduced regression defects through comprehensive testing

Software Developer Intern

Cancard Inc. · 03/2022 - 03/2023

Deployed serverless architectures with AWS Lambda, API Gateway, and DynamoDB
Automated infrastructure scaling and monitoring with CloudWatch and Auto Scaling Groups
Configured VPC for production-grade reliability and security

UI/UX Designer & Front-End Developer

Ambitech Healthcare · 09/2021 - 03/2022

Developed front-end design using HTML, CSS, JavaScript, and Bootstrap for Admin Panel Dashboard
Designed user interfaces for Android applications using Figma

Certifications

Industry-recognized credentials validating expertise

Snowflake SnowPro Core

Snowflake

Issued: 2024

Expires: 2026

AWS Certified Cloud Practitioner

Amazon Web Services

Issued: 2024

Expires: 2027

Google Cloud Certified Associate Cloud Engineer

Google Cloud

Issued: 2023

Expires: 2026

Oracle Cloud Infrastructure Certified Foundations Associate

Oracle

Issued: 2023

Expires: 2025

Oracle Cloud Infrastructure AI Certified Foundations Associate

Oracle

Issued: 2023

Expires: 2025

Microsoft Certified: Azure Fundamentals

Microsoft

Issued: 2024

GitHub Foundations

GitHub

Issued: 2024

Expires: 2027

Recognitions & Awards

Achievements and recognition from industry leaders

Unsung Hero - Consider It Done

Quantiphi

Recognized for consistently delivering high-impact platform engineering work, driving automation initiatives, and supporting mission-critical DevOps workflows.

H1 2025

Galactic - Consider It Done Award

Quantiphi

Awarded for exceptional ownership and delivery excellence in cloud platform initiatives across multiple enterprise projects.

Q3 2025

Blockchain Research Grant

La Trobe University

Received a $100 research grant for work on blockchain-based food supply chain management.

2022

IEEE Conference Publication

ICCCNT - IEEE

Published a research paper titled 'A Block-Chain Based Approach for Food Supply Chain Management'.

2022Visit Site

Open to Opportunities

I'm currently exploring roles focused on building enterprise-grade cloud platforms, Kubernetes infrastructure, and AI/ML workload management.

Platform EngineeringCloud InfrastructureKubernetes & IaCAI/ML Platforms

Download Resume

Let’s connect below

Let's Build Together

Looking to scale your cloud infrastructure or discuss platform engineering strategies?

$ whoamiPrathamesh Inde

$ locationMumbai, India

$ status● Open to opportunities

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