collaboration

We Step In When Delivery Gets Risky

Senior engineers that stabilize infrastructure, unblock delivery, and help you ship complex features safely, and without hiring a full team.

We are focused on the risky parts of backend, cloud, DevOps, AI features, and LLM integration.

Recent work includes enabling ~ 30 - 45 min production releases and reducing cloud costs by ~15% for a Tier-1 fintech.

Where We Add the Most Value

We specialize in hands-on engineering leadership when delivery gets risky, when systems need to be fast, secure, and tolerant for changes in production.

Most teams come to us when

  • Releases are brittle or delayed

  • Infrastructure/DevOps work keeps getting postponed

  • AI/LLM features are scoped but not delivered

  • Internal staff are spread thin, or lack senior experience

A senior takes point, and others join as needed

  • A senior technical owner who drives architecture, delivery, and integration

  • Access to niche specialists only when needed (backend, infrastructure, DevSecOps, AI/ML)

  • A working model designed for progress, not overhead

Typical work we do

  • Infrastructure & Delivery - Stabilizing infrastructure, automating delivery pipelines, and improving system visibility and reliability

  • Application Development - Refactoring or extending applications (frontend, backend, mobile), including distributed and event-driven architectures

  • Security & Governance - Embedding DevSecOps practices, strengthening security posture

  • AI/ML & LLM Integration - Integrating ML models and frontier LLMs into existing platforms where it adds value

  • Architecture & Technical Advisory - Guiding design decisions, resolving scaling issues, and developing phased modernization strategies

  • Discovery & Recovery Sprints - Leading short, focused engagements to map delivery roadmaps or rescue critical, delayed projects

We work with modern technologies: Java, Python, C/C++, Go, JavaScript/TypeScript (Node.js), mobile (Android, iOS), and cloud-native tooling on AWS using IaC (aws cdk). Tech choices are shaped by context, not preference.

Engagement Model

We approach each engagement with a clear structure, focused on ownership, speed, and fit-for-purpose delivery.

  • Discovery - A short, focused engagement (typically 2 weeks) to review your system, identify risks, and deliver a clear roadmap. We often fix early blockers in this phase.

  • Build - A senior engineer takes point, driving delivery and making architectural decisions. We often operate in a fractional technical leadership capacity. This way we offer expert support without the overhead of hiring a full-time lead. When needed, we bring in specialists briefly to address specific areas.

  • Working model - We work on a Time & Materials basis with regular reporting. This keeps scope honest and gives you space to adapt as things evolve.

  • Support - Once the work is done, we harden what we built, document it, and keep ownership of outcomes. We stay engaged on an ongoing, light-touch basis to operate, improve, and support the system as priorities evolve.

Examples of past work

  • Tier-1 Fintech: Designed, architected and automated multi-region cloud infrastructure with IaC and end-to-end CI/CD (build, test, security scan, deploy), enabling on-demand production releases with lead time of ~30 - 45 minutes and cutting cloud cost by ~15%

  • Telco: Designed and implemented core components of a resource management platform (resource inventory and catalogue interaction model), unblocking delivery of key features

  • Gaming: Developed protocols, libraries, and firmware for a custom scanning system used to generate synthetic models, forming a critical part of the core product technology

  • Transportation: Delivered a telemetry web app for EVs and charging points, giving fleet operators visibility into usage, charging behavior, and fleet health

Who we work best with

Good fit

  • Product-led teams facing technical complexity, delivery risk, scaling, integration challenges or limited engineering bandwidth

  • SMEs with active users and delivery bottlenecks

  • CTOs and Founders who need senior support without adding a team to manage

Not a fit

  • Early-stage projects without a defined scope or technical direction

  • Teams primarily rate-shopping

  • Engagements expecting hands-off implementation with minimal collaboration

Let's talk

We usually start with a short technical call to get context, ask questions, and see whether we’re a fit to help.

Book a 30-Minute Call

contact@techtoria.io

Connect on LinkedIn

For serious enquiries, we follow up with a capability deck including detailed engineer profiles and examples of past work.

No forms. No pressure. Just a conversation.

© 2026 Techtoria d.o.o | 21000 Novi Sad, Vojvodina, Serbia | Company ID Number: 21800791 | TIN: 113095136