Devashish Gupta

DevOps Engineer

Gurugram, Haryana, India4 yrs 5 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in architecting scalable cloud infrastructure.
Proven track record in MLOps and AI platform engineering.
Strong focus on security and compliance in cloud environments.

Stackforce AI infers this person is a Cloud Infrastructure and DevOps specialist in the AI and SaaS sectors.

Contact

Skills

Core Skills

Cloud Architecture & ResilienceMlops & Ai InfrastructureCloud SecurityDevsecops & AutomationGovernance & ComplianceNetwork EngineeringNetwork Administration

Other Skills

Amazon Web Services (AWS)SecurityRedisSQSStep FunctionsAWS BatchObservabilityTerraformAWS CodePipelineAWS Systems ManagerAWS CloudHSMAnsibleComputer NetworkingServer AdministrationData Governance

About

Strategic Senior DevOps Engineer with a proven track record of architecting mission-critical, scalable, and secure cloud infrastructure for high-growth AI startups. An expert in translating complex business requirements into robust technical solutions that enhance performance, ensure reliability, and control costs. Core Competencies: • MLOps & AI Infrastructure: Designing and deploying high-density model serving platforms (EKS, Triton, ModelMesh) and event-driven batch processing pipelines (AWS Batch, Step Functions). • Cloud Architecture & Resilience: Architecting multi-region disaster recovery strategies, database optimization patterns, and highly available, cost-efficient AWS environments. • DevSecOps & Automation: Implementing "Shift Left" security in CI/CD, automating developer workflows (GitHub Bots), and leading security analysis and remediation (AWS GuardDuty). • Governance & Compliance: Driving initiatives to reduce technical debt, implement cloud governance (AWS Control Tower), and ensure adherence to standards like SOC 2 and ISO 27001. GitHub : https://github.com/dcgmechanics Medium : https://dcgmechanics.medium.com -- Updated On 16 Nov 2025 --

Experience

Spyne

DevOps Engineer 2

May 2025 – Present · 10 mos · Gurugram, Haryana, India · On-site

Cloud Architecture & Performance Optimisation:
Resolved RDS performance bottlenecks by architecting a "Cache as a Gatekeeper" pattern (Redis), an Aurora migration strategy, and SQS decoupling for high-volume writes.
Mitigated L7 DDoS attacks by implementing an AWS WAF rate-limiting solution, successfully handling traffic spikes exceeding 50,000 requests per minute.
Designed ECS Service Connect to reduce latency, cut data transfer costs, and secure internal service communication.
AI/ML Platform Engineering (MLOps):
Architected a scalable, event-driven ML batch processing pipeline (SQS, Step Functions, AWS Batch) for asynchronous model training/inference.
Designed a high-density MLOps platform on AWS EKS using ModelMesh and NVIDIA Triton to efficiently serve hundred of multi-modal AI models.
Developed scaling strategies for ML workloads, defining principles for "warm pools" Spot Instance usage for up to 90% cost savings.
Automation, Security & Disaster Recovery:
Engineered a GitHub App (Bot) from scratch to automate JIRA validation within pull requests, enforcing development best practices and blocking unlinked merges.
Designed a comprehensive, multi-region "Warm Standby" disaster recovery (DR) plan for all critical AWS services (ECS, RDS, SQS) to ensure business continuity.
Conducted security analysis with AWS GuardDuty, Implementing remediation plans for high-severity risks like data exfiltration and exposed resources.
Authored a strategic roadmap to reduce technical debt, proposing migrations from Jenkins to AWS CodePipeline and adopting AWS Control Tower for a multi-account strategy.
Cost Optimisation & Cloud Migration:
Led complex cloud migrations, including moving a memory-intensive database to GCP using Terraform and strategically migrating all AI workloads from GCP back to AWS.
Achieved significant cost savings by migrating GPU instances to more cost-effective types (g5 to g6) and downsizing under-utilised Redis & RDS instances.

Amazon Web Services (AWS)SecurityCloud Architecture & ResilienceMLOps & AI Infrastructure

Smc group

2 roles

Member of Technical Staff - II (Cloud & DevOps)

Sep 2024 – May 2025 · 8 mos · New Delhi, Delhi, India · Hybrid

● Engineered a cost-efficient GitOps CI/CD pipeline using Terragrunt and Terraform on AWS CodePipeline, standardizing infrastructure deployment with:
Enhanced consistency in infrastructure changes
Improved auditability and version control
Reduced manual intervention and potential human errors
● Transformed incident response capabilities by strategically implementing AWS Systems Manager, resulting in:
Dramatically reduced Mean Time to Recovery (MTTR)
Proactive application performance management
Streamlined operational efficiency through advanced monitoring and rapid incident mitigation
● Implemented advanced data protection strategy utilizing AWS CloudHSM, achieving:
Robust encryption key management compliant with SEBI Bring Your Own Key (BYOK) guidelines
Minimal infrastructure overhead
Enterprise-grade security using Hardware Security Modules (HSMs)
Comprehensive protection of sensitive organizational data
● Integrated the L(Loki) G(Grafana) T(Tempo) M(Mimir) Observability Stack with our AWS Infrastructure:
Automated deployment of the entire observability stack using Infrastructure as Code for seamless integration with AWS application infrastructure
Achieved smooth integration with AWS ECS tasks using Grafana Alloy as an agent sidecar
Implemented custom Grafana dashboards and data sources (Loki for Logs, Mimir for Metrics & Tempo for Traces)

ObservabilityDevSecOps & Automation

Senior Software Engineer (Cloud & DevOps)

Mar 2024 – Aug 2024 · 5 mos · New Delhi, Delhi, India · Hybrid

● Migrated On-Premises Data Center Infrastructure to AWS, Significantly Enhancing Scalability and Cost-Efficiency.
● Championed the Adoption of GitOps, Achieving 96% Infrastructure as Code (IaC) coverage using Terraform, Ansible, Packer, and CloudFormation. This Resulted in a Dramatic Reduction of Infrastructure Provisioning Time from Days to Minutes.
● Cultivated a DevOps and DevSecOps Culture, Integrating Security Controls and Compliance Checks into the Software Delivery Lifecycle. Leveraged Shift Left Security Practices to Accelerate SDLC Time from Weeks to Minutes.
● Designed and Implemented Cloud Infrastructure Compliant with Stringent SEBI Regulations, Strengthening Security Posture and Data Governance.

Cloud SecurityAmazon Web Services (AWS)Cloud Architecture & Resilience

Codelogicx

3 roles

DevOps Engineer

Promoted

Apr 2022 – Mar 2024 · 1 yr 11 mos · Kolkata, West Bengal, India

Provisioned, Managed, and Optimized EC2 Instances on AWS for Various Workloads.
Implemented Robust CI/CD Pipelines using AWS Services like CodePipeline, CodeDeploy and Elastic Beanstalk.
Configured and Managed Core AWS Services Including VPC, S3, IAM, RDS, and ElastiCache.
Implemented Cost Optimization Strategies using AWS CloudWatch and Billing Alerts.
Ensured Security Best Practices by Leveraging AWS Services like GuardDuty and Inspector.
Reduced Infrastructure Provisioning time by 30% through Automation.
Increased Application Deployment Frequency by 2x with CI/CD Pipeline Implementation.

Jr. DevOps Engineer

Sep 2021 – Apr 2022 · 7 mos · Kolkata, West Bengal, India

Contributed to UEM implementation using SureMDM and Endpoint Security with Bitdefender GravityZone.
Integrated Endpoint Security Solutions into the Company Infrastructure.

DevOps Engineer Trainee

Jun 2021 – Sep 2021 · 3 mos · Kolkata, West Bengal, India

Implemented version control using Bitbucket, managing repositories and user access.
Deployed and configured Pritunl VPN server for secure remote access.

Iec education ltd

Network Engineer

Jan 2018 – Apr 2018 · 3 mos · New Delhi, Delhi, India · On-site

Install, configure, and maintain CCProxy servers
Monitor proxy server performance and identify issues
Troubleshoot connection problems and performance bottlenecks
Optimize proxy server settings for speed and efficiency
Implement security measures to protect the proxy server
Provide technical support to users
Create and maintain documentation

Network EngineeringComputer Networking

Hard shell technologies pvt ltd

Network Administrator

Jun 2017 – Jul 2017 · 1 mo · Noida, Uttar Pradesh, India · On-site

Network Engineer with a focus on firewall administration and network infrastructure maintenance.
Proven ability to maintain and monitor on-premises Endian Firewall for optimal performance and security.
Skilled in network troubleshooting and problem-solving to ensure network uptime and reliability.
Experienced in designing and implementing efficient network layouts using tools like Boson NetSim.

Network AdministrationServer Administration