Modernize
Move legacy virtual-machine estates toward maintainable Kubernetes and cloud-native operating models.
Platform Engineering · DevOps · Cloud · SRE
I'm Sina Mohseni Far, a Platform Engineering Team Lead in Tehran. I modernize production infrastructure, improve reliability and observability, reduce sensible cloud costs, and help teams ship through safer platform processes.
Operating principle
I work where software, infrastructure and business pressure meet. The goal is not more tooling. It is a system that stays understandable under load, fails deliberately, recovers predictably and costs what it should.
Where teams rely on me
Move legacy virtual-machine estates toward maintainable Kubernetes and cloud-native operating models.
Improve uptime, failover, incident readiness and critical-path resilience without freezing delivery.
Refactor metrics, logs, alerts and capacity signals so teams can act on evidence.
Find waste, remove bottlenecks and improve infrastructure cost-to-performance with practical changes.
Build CI/CD, GitOps, IaC and platform workflows that lower release risk and cognitive load.
Write Go, Rust, Python or JavaScript services, bots and automation when the platform needs software.
Career history
Employment history is intentionally separate from the systems and products delivered inside or alongside those roles.
Platform Engineering Team Lead · Current
Leading the platform and infrastructure function across an AdTech and MarTech environment. Over roughly 18 months, legacy infrastructure moved toward Kubernetes while monitoring, logging, cost control and operational quality were materially improved. Current work includes unified failover policies and higher availability using Sotoon cloud solutions.
DevOps Engineer
Production infrastructure and delivery for integration-heavy telecom and public-service systems, including SQM, Registry and Shahkar contexts where availability, controlled change and observable data flows were critical.
Infrastructure Engineering
Infrastructure and production operations for connected and IoT systems, with emphasis on automation, resilience and a manageable path from devices and data flows to platform services.
System Administrator
Hands-on server, system and operational administration in Ahvaz before specializing in DevOps, cloud and platform engineering.
Backend & frontend engineering
Earlier product engineering with Python and React. This software background still informs how I design internal platforms: for the developers and products that must actually use them.
Selected delivery
These are selected systems and project contexts—not job titles. Details are presented at a safe level; confidential architecture and customer data remain private.
Mohaymen delivery context · Telecom · Identity
A smartphone verification and owner-number matching system with input reaching roughly 100,000 requests per second. Response time, correctness and uptime were business-critical.
Inherited on an older VM-based stack, then modernized onto Kubernetes. Monitoring and maintainability improved, while failover procedures became more consistent and the service stayed easier to operate.
Mohaymen delivery context · Signaling · DataOps
A signaling-quality monitoring and analysis context capable of receiving approximately 500 billion new records per day. The hard problem was making enormous data flows observable and operable.
Worked on DataOps processes over Kubernetes, monitoring at scale, ingestion reliability and the operational foundations needed to analyze and improve signaling quality.
ONP delivery context · Connected systems
Infrastructure for connected products where devices, connectivity, services and data pipelines create one operational system.
Focused on dependable production foundations, automation and the visibility required to manage service and device complexity as the environment grows.
Independent delivery · Podcast advertising platform
An active project collaboration kept separate from employment history. The work combines product development with infrastructure review and continuous operational improvement.
Working alongside development to assess the platform, improve its infrastructure path and move delivery and operations forward without inventing unnecessary complexity.
Independent projects
Independent engineering has its own place here. Public repositories link to source; private products are described without exposing their code or internal material.

Private · Kubernetes application platform
A general Kubernetes application manager built around one App API for any service or application—covering workloads, storage, networking, install pipelines, backups, upgrades and day-two operations.
The direction is a native, declarative application contract: one controller, one schema and YAML that can integrate with an internal developer platform while keeping Kubernetes as the source of truth.
Private · Company operating system
A company operating system designed around one model with room for different methods, graphs and frameworks instead of forcing every organization into a single rigid playbook.
The product direction connects company capabilities, operating knowledge and decision frameworks so teams can persist, map and evolve how the organization works.
Open source · MCP · Firefox
A local-first MCP server and Firefox extension that lets an AI assistant inspect and drive a real, logged-in Firefox session under the user’s control.
Tabs, DOM, cookies, page APIs, network activity and downloads are exposed through a local bridge—useful browser automation without handing the session to a remote browser service.
Open source · Pure Go Kafka client
A standard-library-first Kafka client for a single static Go binary, without CGO or third-party modules in the core path.
Includes producers, consumer groups, KIP-848 and KIP-932 share groups, transactions, admin APIs, TLS/SASL, Schema Registry helpers, observability and a mock broker.
Capability map
Kubernetes, GitOps, CI/CD, Terraform, Ansible, AWS, Hetzner, ArvanCloud, Sotoon, hybrid cloud and on-prem infrastructure.
Prometheus, Grafana, VictoriaMetrics, monitoring strategy, logging systems, SLO thinking, alert quality, failover and incident readiness.
Kafka, RabbitMQ, Redis, PostgreSQL, heavy databases, large ingestion paths, capacity planning and high-throughput operations.
Practical infrastructure security, delivery controls, secrets and policy-aware workflows, Nginx, HAProxy and secure operational access.
Go, Rust, Python, JavaScript, backend services, CLI tools, Telegram bots and responsible scraping or workflow automation.
Architecture review, legacy refactoring, server maintenance, cost optimization, product launch support and process improvement.
Technologies used in real operating environments
Roles & specialist services
The role can change; the operating responsibility stays concrete. These are the professional areas where I can join a team, lead a function, deliver a project or advise directly.
Internal developer platforms, platform APIs, Kubernetes operating models, developer experience and team leadership.
CI/CD, GitOps, infrastructure as code, release safety, automation and production delivery processes.
AWS, Hetzner, ArvanCloud, Sotoon, hybrid cloud, on-prem infrastructure and practical cloud architecture.
Cluster architecture, workload migration, networking, storage, security, upgrades and day-two operations.
High availability, failover, SLOs, incident readiness, capacity planning and resilient critical paths.
Prometheus, Grafana, VictoriaMetrics, logging, alert quality, dashboards and actionable production signals.
Large ingestion paths, Kafka, databases, data platforms and operations for high-volume systems.
Policy-aware delivery, secrets, access controls, secure defaults and production security improvement.
Legacy refactoring, Kubernetes migration, server maintenance, bottleneck removal and sensible cost reduction.
Go, Rust, Python and JavaScript services, CLI tools, Telegram bots, scraping systems and operational automation.
Ways to work together
Choose the level of ownership the work needs. I can join an existing team, lead platform direction, deliver a defined infrastructure change, advise on architecture and cost, or take a technical project from zero to stable production.
Beyond infrastructure
Music, puzzles, books, coding, film, series and anime keep me close to systems, stories and the pleasure of solving something difficult well.
Direct contact
For platform leadership, DevOps and cloud projects, reliability work, infrastructure modernization or a focused technical consultation.