Mukul Jain
Cloud Platform & DevOps Engineer
Building reliable, scalable cloud infrastructure and high-velocity developer platforms. Helping fast-growing engineering teams ship faster, optimize cloud spend, and maintain resilient 99.99% system uptime.
Candidate at a Glance
Proven Engineering Results in Production
Direct metrics demonstrating cost optimization, high availability, and operational velocity.
Architected an asynchronous Kafka event buffering layer that compressed high-frequency continuous writes into batched Parquet files, slashing expensive cloud API requests by 99.9% while increasing system fault-tolerance.
Migrated high-traffic multi-tenant client storefronts to modern Caddy v2 reverse proxies with dynamic Redis TLS cert automation, delivering zero-downtime certificate renewal and 52% reduction in memory footprint.
Executed seamless major Kubernetes version upgrades across live production clusters using Karpenter blue/green node groups and pod disruption budgets without interrupting daily business operations.
Developed an autonomous AI-assisted incident copilot integrating AWS Bedrock and log indices via FastMCP. Enables on-call engineering teams to diagnose production crashloops and database locks within minutes.
Production Systems Experience
Dotpe Pvt. Ltd.
Current Role- Scaled and maintained resilient Kubernetes architecture across AWS multi-zone infrastructure serving millions of active e-commerce users with 99.99% uptime.
- Spearheaded GitOps CI/CD adoption using ArgoCD, reducing deployment lead times by 40% and eliminating manual staging misconfigurations.
- Engineered real-time observability pipelines with Prometheus & Grafana, cutting redundant alert noise by 65% for the on-call engineering team.
- Integrated AI capabilities (AWS Bedrock) into platform monitoring workflows to accelerate incident root-cause analysis and recovery.
Short Hills Tech
Completed- Built internal AI-powered document search and retrieval pipelines using Python, LLM APIs, and vector chunking in ChromaDB.
- Containerized microservices via multi-stage Docker builds, decreasing cold-start deployment latencies by 38% on staging ECS clusters.
- Collaborated with cross-functional teams to streamline developer staging environments and built interactive analytical dashboards.
Production Engineering Portfolio
Trading Journal SaaS & Observability Pipeline
Full-featured financial tracking platform built with Node.js, MongoDB, and AWS serverless alerting with payment integration. Engineered with idempotent transaction processing to eliminate billing discrepancies under peak loads.
AI-Powered Incident Response Assistant
Smart on-call assistant integrating LLM reasoning to diagnose cloud errors, inspect container logs, and deliver instant, actionable summaries directly to engineering Slack channels.
Core Toolchain & Engineering Skills
- AWS (EKS, EC2, S3, IAM, VPC)Expert
- Kubernetes & HelmAdvanced
- Docker & ContainerizationAdvanced
- Karpenter AutoscalerProficient
- Cloud Cost OptimizationProven ROI
- ArgoCD GitOps WorkflowsCore
- GitHub Actions PipelinesActive
- Terraform IaCDeclarative
- GitLab CI & JenkinsProficient
- Automated Release CadencePracticed
- Prometheus & AlertmanagerAdvanced
- Grafana Dashboard DesignAdvanced
- OpenSearch & FilebeatCentralized
- Apache Kafka StreamsStreaming
- Incident Management (PagerDuty)SRE
- Python (Boto3, Automation)Proficient
- Bash & Linux InternalsCore
- Go & Node.js MicroservicesProficient
- Agile / Scrum & JiraPracticed
- Cross-Team CollaborationLeadership
Formal Credentials & Specializations
AWS Certified Developer
Associate Level · AWSCloud architecture, serverless orchestrations, IAM roles, and decoupled event architectures.
Meta Back-End Developer
Specialization · MetaMicroservices architectures, relational database indexing, API rate limiting, and defensive design.
B.Tech in Computer Science (AI)
G.L. Bajaj Inst. of Tech & MgmtGraduated with First Class with Distinction. Core focus on distributed operating systems and AI algorithms.
Let's Connect & Discuss Opportunities
Open to High-Impact Platform & SRE Roles
I am actively exploring Platform Engineering, DevOps, and Site Reliability roles. Whether you have an open team position, a confidential search, or want to discuss engineering strategy, I would love to hear from you.