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Infrastructure Status: Optimal

Architecting Autonomous Infrastructure & Intelligence

Hi! I'm Trevor Serem, an Engineer with deep problem solving capabilities.

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CORE PHILOSOPHY
Engineering high-availability systems with a focus on collaborative architecture
GLOBAL OPS
Distributed systems coordination across global time zones
SYSTEM ARCHITECTURE
Neural Engine & Infrastructure Stack
ReactJSPythonCloud
MLopsKotlinDEVops
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AI/ML OPS
Obsessed with low-latency inference and scalable pipelines.
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CURRENT FOCUS
Building the next generation of automated MLOps environments
CONNECT
Initiate system integration protocols?

Industry Archives

TinyTotos

Jan 2024 - Present

Full-time | On-site

Lead Infrastructure & AI Engineer @ TinyTotos

PythonKMPLangGraphGCPTerraformKotlin

Microservices & Multi-Tenancy

Architected and deployed modular Python microservices, headlined by a robust Tenancy Service. This system serves as the backbone for TinyTotos’ multi-tenant architecture, ensuring secure data isolation and seamless scaling across diverse organizational clients.

Cross-Platform Mobile (KMP)

Spearheaded mobile application development using Kotlin Multiplatform (KMP). Engineered a shared business logic layer to unify Android and iOS deployments, significantly reducing code duplication and ensuring feature parity.

Agentic AI & Privacy

Developed and optimized self-hosted LLM instances to handle sensitive data synthesis. Built Agentic AI workflows using frameworks like LangGraph to automate internal support and complex data churning, maintaining 100% data sovereignty.

Data Pipeline Orchestration

Established high-throughput ETL/ELT pipelines tailored for ML/DL training sets. Integrated real-time telemetry to monitor system health and data integrity, transforming raw operational data into actionable health and fraud-detection insights.

Cloud Operations

Managed the full-stack orchestration of a GCP-centric environment, utilizing Terraform for Infrastructure as Code (IaC) to ensure reproducible and resilient deployments.

GoBEBA

Jan 2023 - Dec 2024

Contract | Hybrid

Devops engineer @ GoBEBA

AWS-to-GCPVertex AICI/CDWooCommerceTailscaleZero-Trust

Cloud Financial Engineering

Orchestrated a migration from AWS to GCP & Vertex AI, achieving a 17% reduction in total infrastructure costs despite a significant expansion in compute resources and AI capabilities.

Deployment Velocity

Engineered end-to-end automated testing and CI/CD environments, resulting in a 60% decrease in deployment lead time and a more resilient release cycle.

Data Pipeline Engineering

Re-engineered legacy WooCommerce data hooks into high-throughput GCP-native pipelines, ensuring data integrity for ML/DL training sets.

Advanced AI Deployment

Optimized and self-hosted private LLM instances, eliminating external API costs and ensuring 100% data privacy for internal synthesis tasks.

Secure Infrastructure

Implemented a Zero-Trust internal network via Tailscale, providing secure remote access for the global team while maintaining low-latency connectivity to internal services.

Critical Deployments

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SafiSend – All-in-One Restaurant OS

A unified QR-code ecosystem automating front-of-house (KDS, contactless ordering) and back-of-house (inventory, loyalty) operations for modern restaurants, powered by an AI-driven ETA engine.

Live
Uptime: 99.9%
v1.2.0
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Access System

https://safisend.com/
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DeployMate CI/CD – Enterprise Orchestration

An intelligence-first CI/CD ecosystem built with the Trace Cyber Agent for AI-driven audits, zero-trust security via browser-side Fernet encryption, and a distributed hybrid infrastructure across Mac and Ubuntu clusters.

Live
Uptime: 99.9%
v1.2.0
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Access System

https://lynqops.com

Kind words from satisfied collaborators

  • Collaborating with Trevor was an absolute pleasure. His professionalism, promptness, and dedication to delivering exceptional results were evident throughout our project. Adrian's enthusiasm for every facet of development truly stands out. If you're seeking to elevate your applications and elevate your brand, Trevor is the ideal partner.
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    Jim JumaMobile Developer
  • Collaborating with Trevor was a truly rewarding experience. His technical expertise, proactive communication, and unwavering dedication to delivering top-quality solutions made the entire process seamless. Serem's enthusiasm and innovative approach to problem-solving set him apart. If you're looking for someone who will elevate your project with skill and passion, Trevor is the professional you want on your team.
    profile
    Maxwell IraguChief Technology Officer at TinyTotos
  • Working with Serem was a fantastic experience. His professionalism, responsiveness, and commitment to quality were evident at every stage of our collaboration. Serem brings genuine passion and expertise to every aspect of development. If you're looking to take your project to the next level, Serem is the perfect partner.
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    Lesley MbogoCEO at Gobeba
  • Working with Serem was a fantastic experience. His expertise in Python and DevOps was evident throughout our collaboration. Serem's professionalism, responsiveness, and commitment to quality stood out at every stage of the project. He brings genuine passion and technical skill to every aspect of development. If you're looking for someone to elevate your project with advanced Python solutions and robust DevOps practices, Serem is the perfect partner.
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    Edwin OkunPython Developer
TinyTotos

TinyTotos

GoBeba

GoBeba

PwSkills

PwSkills

Professional Service History

Technical Dossier

A summarized overview of my systems architecture, AI orchestration, and infrastructure engineering expertise.

TREVOR SEREM

Software Architect | AI • Data Engineering • DevOps

trevorserem53@gmail.com
linkedin.com/in/trevor-serem
Nairobi, Kenya
+254 706 452 600

EXPERIENCE

Lead Infrastructure & AI Engineer

JAN 2024 — PRESENT

TINYTOTOS | FULL-TIME

  • Microservices & Multi-Tenancy: Architected modular Python microservices centered around a robust Tenancy Service, ensuring secure data isolation and seamless scaling.
  • Cross-Platform Mobile (KMP): Spearheaded KMP development to engineer a shared business logic layer, unifying Android and iOS deployments.
  • Agentic AI & Privacy: Developed self-hosted LLMs and LangGraph workflows to automate data churning with zero external API costs & 100% data sovereignty.
  • Data Pipeline Orchestration: Established high-throughput ETL/ELT pipelines with real-time telemetry for system health, fraud detection, and ML sets.
  • Cloud Operations: Managed the full-stack orchestration of a GCP-centric environment utilizing Terraform for Infrastructure as Code (IaC).

Devops engineer

JAN 2023 — DEC 2024

GOBEBA | HYBRID

  • Cloud Financial Engineering: Orchestrated a migration from AWS to GCP & Vertex AI, achieving a 17% reduction in total infrastructure costs.
  • Deployment Velocity: Engineered end-to-end automated testing and CI/CD environments, resulting in a 60% decrease in deployment lead time.
  • Data Pipeline Engineering: Re-engineered legacy WooCommerce data hooks into high-throughput GCP-native pipelines for advanced ML initiatives.
  • Advanced AI Deployment: Optimized and self-hosted private LLM instances, eliminating external API costs for internal synthesis tasks.
  • Secure Infrastructure: Implemented a Zero-Trust internal network via Tailscale for secure, low-latency remote access globally.

Founder & Lead Developer

2024 — PRESENT

LYNQOPS (DEPLOYMATE) | FOUNDER

  • Engineered an enterprise CI/CD ecosystem featuring AI-driven code audits via the Trace Cyber Agent.
  • Implemented Zero-Trust security with Fernet Encryption, ensuring 100% client-side data sovereignty.
  • Built a centralized command center for release management and real-time system health monitoring.

CRITICAL PROJECTS

SafiSend – All-in-One Restaurant OS

MAR 2025 — PRESENT

Automated front and back-of-house operations. Replaces fragmented tools with a single, unified QR-code ecosystem.

VISIT SAFISEND.COM
SafiSend
  • Key Features: Architected a system where a single QR scan triggers 17+ automated transactions (KDS, inventory, ordering).
  • AI Integration: Implemented AI-powered ETA engine learning from real-time throughput.
  • Retention Tools: Automated loyalty loops routing positive reviews to Google and private feedback to management.
  • Analytics: Real-time dashboard tracking 15+ KPIs like churn risk and menu engineering.

DeployMate CI/CD

NOV 2024 — PRESENT

Enterprise-grade orchestration ecosystem redefining CI/CD. Built on Security, Intelligence, and Distributed Scale.

VISIT LYNQOPS.COM
DeployMate
  • Intelligence-First: Integrated Trace Cyber Agent for AI-driven audits (security, performance, SOLID principles). It doesn't just run code; it understands it.
  • Zero-Trust Security: Browser-side sovereignty using Web Crypto API and Fernet Encryption. Secrets never touch servers in plaintext.
  • Distributed Layout: Powered by 4 specialized microservices, dedicated Mac Mini fleets for iOS, and Ubuntu Server clusters.
  • Ecosystem: Unified bridge between local development and cloud power via the lynqops-cli-tool.

CORE STACK

Agentic AIMLOpsGCP/AWSCI/CDPythonKubernetesData EngSecurityKotlin

EDUCATION

B.S. Computer Science

Multimedia University of Kenya

2021 — 2025

AI & Data Science (Fellow)

iNeuron.ai / PW Institute

2024 — 2025

CERTIFICATIONS

  • ◈ IBM Data Science Professional
  • ◈ Google Project Management
  • ◈ Deep Learning (Object Detection)

My approach

Planning & Strategy

We'll collaborate to map out your website's goals, target audience, and key functionalities. We'll discuss things like site structure, navigation, and content requirements.

Development & Progress Update

Once we agree on the plan, I cue my lofi playlist and dive into coding. From initial sketches to polished code, I keep you updated every step of the way.

Development & Launch

This is where the magic happens! Based on the approved design, I'll translate everything into functional code, building your website from the ground up.