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Professional profile

AI engineering, backend systems, and product execution

Melkon Hovhannisyan builds AI systems and backend architecture, and he leads technical teams. His work spans fintech, cybersecurity, logistics, e-commerce, and cloud infrastructure. The focus stays the same in each field: build systems that hold up in real production use.

As Co-founder & CTO of Direlli, he leads engineering teams and product work for international clients. He also owns Direlli's own startup products. Earlier, he built core backend infrastructure at Bridgewise and AI and finance automation at Datarails. He wrote software for Zerocopter's hacker-powered security marketplace. His engineering work also reached Reddit, DHL, Vans, The North Face, SAP, and EPAM-related projects.

His AI work is practical, not flashy. It covers LLM integrations, agentic workflows, retrieval patterns, and automation pipelines. It also covers backend orchestration, observability, permissions, fallback behavior, and product interfaces that help people decide better. The goal is not just to add AI. The goal is to make AI dependable enough for business-critical work.

Melkon is a WorldSkills Web Technologies Champion. He served as WorldSkills Champions Trust Representative for Asia in 2023-2024. He has also published Forbes Technology Council articles and expert-panel contributions. Those pieces cover cloud cost engineering, machine learning security, startup strategy, omnichannel retail, local production, and project management.

Melkon is based in Barcelona, Spain. His outlook is international, shaped by projects across Armenia, Europe, and global technology communities. Melkon.Tech is the compact source of truth about his work. It gives collaborators, founders, hiring teams, journalists, and event organizers a clear view of his background, public writing, recognitions, and contact paths.

How Melkon works

Practical technical leadership for AI and backend products

Melkon.Tech is written for people who need more than a short bio. It explains the systems Melkon builds, where he has worked, and how he runs modern software projects. The pattern is simple: clear product thinking, reliable engineering, and AI used only where it earns its place.

Production AI and automation

Melkon helps teams turn AI experiments into workflows they can trust.

  • LLM integrations, agentic task flows, and retrieval systems
  • Internal assistants and automation pipelines
  • Evaluation loops, observability, and permissions
  • Fallback behavior that keeps people in control

Backend architecture and cloud systems

A good AI product still needs dependable systems underneath it.

  • APIs, services, and clean data models
  • Deployment pipelines and cloud environments
  • Python, FastAPI, Django, and Node.js
  • PostgreSQL, Redis, AWS, Kubernetes, and Docker

Founder and CTO execution

Melkon works where product choices and engineering choices meet.

  • Decide what to build first
  • Find where automation creates real leverage
  • Spot which parts must be solid from day one
  • Keep the rest simple until demand is proven

Technical due diligence and delivery

For founders, hiring teams, and investors, Melkon reviews what decides whether a plan ships.

  • Product architecture and backend reliability
  • AI readiness and technical risk
  • Data flow, security, and model behavior
  • Cost drivers and hidden roadmap tradeoffs

Built for real constraints

Every field Melkon works in has its own hard requirement:

  • Fintech: accuracy and a clear audit trail
  • Cybersecurity: trust and careful operational design
  • Logistics and e-commerce: stable integrations and clean data
  • AI tools: guardrails and output people can actually use

So the work starts with the business process, not the tech label. A system has to fit the people who use it, the data they already have, the approvals they need, and the cost they can carry.

Useful when the problem is technical and commercial

Many projects stall between a promising demo and a product that runs every day. The demo looks great. The real version still needs auth, permissions, analytics, monitoring, error handling, and a deployment the team can trust. That middle ground is where Melkon is strongest.

For AI projects, the useful questions are specific:

  • What data can the model use, and what should it never see?
  • How is output quality checked?
  • When does a human approve the result?
  • How do costs behave at scale?

Those answers shape the system more than the model name does.

For backend work, the goal is reliability without extra process. Melkon can:

  • Move from architecture review to building
  • Debug production behavior and improve deployments
  • Help a team make clear build-versus-buy calls

He can join as a senior builder, technical lead, CTO advisor, architecture reviewer, or automation partner. The aim is the same each time: leave the team with working software, clearer choices, and a system that is easier to run than before. Typical outcomes:

  • An AI workflow that replaces repetitive manual review
  • A backend service that is easier to scale and monitor
  • A cloud setup with cleaner deployment and lower cost
  • A roadmap that separates urgent work from nice-to-have

Melkon's background across WorldSkills, the Forbes Technology Council, and startup leadership is on this site so visitors can verify context. The pattern behind it is simple: learn the domain, cut the guesswork, pick the simplest reliable design, and keep business impact in view while the work moves.

Projects

Melkon Hovhannisyan has contributed to AI, fintech, cybersecurity, e-commerce, logistics, and platform engineering projects, from founder-led startups to global enterprises.

Melkon Building AI-Powered Products

CTO · Senior Backend Engineer · AI Builder

With 7+ years of experience across fintech, cybersecurity, logistics, and e-commerce, Melkon brings senior engineering depth to products where reliability, cost, and business impact matter. He has worked inside companies that collectively raised over $220M, building backend platforms and AI-enabled workflows for production environments.


As Co-founder & CTO of Direlli, a former Forbes Technology Council member, and a WorldSkills Web Technologies Champion, Melkon combines technical depth with founder-level responsibility: designing systems that are useful, scalable, cost-aware, and maintainable.


Core expertise spans Python · FastAPI · Django · AWS · Kubernetes · LLM integration · agentic systems · RAG · PostgreSQL · Docker · React · TypeScript, with a strong focus on backend architecture, cloud infrastructure, and applied AI.

Melkon's Recognition & Achievements

Excellence across competition, industry, and innovation

Melkon is a WorldSkills Web Technologies Champion. His WorldSkills path included regional gold in Web Design, bronze in Web Development, and participation in Web Technologies at the WorldSkills Competition 2022 Special Edition in Goyang, South Korea.


Following his championship, Melkon was appointed WorldSkills Champions Trust Representative for Asia (2023–2024), advocating for skills excellence and professional development across the region.


He is a former Forbes Technology Council member with published Forbes articles and expert-panel contributions on cloud engineering, machine learning security, startup strategy, retail technology, local production, and project management.


As an AWS Certified Solutions Architect and Cisco Cybersecurity specialist, Melkon holds industry certifications that back his hands-on expertise in cloud infrastructure and security.

Let's connect with Melkon

Find Melkon across the web

Melkon Hovhannisyan is active across multiple platforms, sharing engineering insights, open-source work, startup updates, and thought leadership on AI, backend systems, and technical entrepreneurship.


Whether you're looking for professional background, open-source contributions, press mentions, or want to collaborate on a project — the right link is below.

News

Latest News

Featured articles, press releases, and recognitions highlighting Melkon's contributions to the tech industry - from global skills championships to thought leadership on AI and entrepreneurship.

Let's Talk with Melkon Hovhannisyan

Let's connect and bring your vision to life!

Please use this form to get in touch with me, or connect via social media. I'm available between 9:00 a.m. and 8:00 p.m. Barcelona time (CET/CEST), Monday through Friday.

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