Žiga Medved
Maribor, SloveniaSelectively exploring high-impact opportunities.

Backend Engineer

Building low-latency systems, developer tools and AI-powered products.

Focused on trading infrastructure, distributed systems and production reliability.

Production Impact

Measurable results in production

Real-time trading infrastructure where latency, reliability and correctness matter.

Robinhood / Bitstamp

Backend Engineer

Responsibilities

  • Build and optimize backend systems powering real-time trading infrastructure
  • Own and evolve REST, FIX and WebSocket APIs
  • Participate in on-call rotations for critical trading infrastructure
  • Monitor production systems and respond to degradations

Impact

  • Implemented in-flight caching and reduced matching engine load by 2–3%
  • Identified root causes of production degradations and shipped fixes
  • Fixed race conditions in critical order flows
  • Reduced write latency by approximately 75%
GoPythonDistributed SystemsTrading SystemsLow-Latency Architecture

2–3%

Matching engine load

Reduced load through caching and request deduplication

3

API surfaces owned

REST, FIX and WebSocket APIs in production

24/7

Production ownership

On-call rotations for critical trading infrastructure

~75%

Write latency reduction

Optimized backend write paths for real-time trading

Experience

Building systems that scale

From healthcare platforms to real-time trading infrastructure.

Robinhood / Bitstamp

Backend Engineer

October 2024 – Present

Trading infrastructure, low-latency systems, APIs and production reliability.

Exchange API TeamReal-time trading systemsREST, FIX and WebSocket APIsGo and PythonProduction on-call

The NU

Backend Engineer

July 2022 – October 2024

Backend microservicesHealthcare platformExternal integrationsAPI developmentFull software lifecycleMentoring engineers

Featured Projects

Products and systems shipped

Work across trading, healthcare, developer tools and research.

CRM Platform

Backend Engineer

Custom healthcare CRM replacing an outdated enterprise system.

Problem

A healthcare clinic relied on an outdated enterprise system with poor filtering, search and management capabilities.

Solution

Built a custom CRM with modern filtering, search and patient management workflows tailored to clinic operations.

Node.jsFirebase FunctionsFirebase DBReact

Environmental Recycling App

Co-founder

Mobile app that identifies where and how to recycle products.

Problem

People often do not know how specific products should be recycled in their local area.

Solution

Co-founded and shipped a mobile app that identifies recycling locations and methods for specific products.

FlutterFirebaseNode.js

Agent-to-agent communication infrastructure

AgentExchange

Infrastructure for agent-to-agent communication with routing, auth and observability.

Problem

AI agents need reliable, observable infrastructure for authenticated inter-agent communication.

Solution

Built a Go-based exchange layer for agent routing, authentication and observability.

GoAI InfrastructureAuthenticationObservabilityRouting

Developer tooling — strongest public project

dotenv-doctor

Developer tool for .env file management — masked secrets, missing-key checks and git leak detection.

Problem

Teams struggle to manage environment variables securely across projects and catch leaks before deployment.

Solution

Built a CLI and dashboard for .env auditing with secret masking, key validation and git leak detection.

  • Dashboard for .env files with masked secrets
  • Missing-key checks and git leak detection
GoCLIDeveloper ToolsSecurity

Bachelor thesis — information retrieval & system design

Ziga Chess

Bachelor thesis — dual-service chess platform combining search, engine analysis and game retrieval.

Problem

Chess analysis requires fast position lookup across large game corpora and reliable engine evaluation — a single monolith struggles to serve both workloads.

Solution

Designed a two-service architecture: a Java service with Apache Lucene (BM25) and MongoDB for position search, plus a Python service with Stockfish for real-time analysis. Both containerized with Docker.

  • Full-text search over indexed chess positions via Lucene
  • REST APIs for position lookup and engine analysis
  • Containerized dual-service deployment
Apache LuceneMongoDBStockfishJavaPythonDocker

Smart contracts and DeFi architecture

Lending Platform

Collateralized lending protocol demonstrating DeFi backend knowledge.

Problem

Decentralized lending requires secure collateral management and transparent on-chain logic.

Solution

Implemented smart contracts for collateralized lending with Solidity on Ethereum.

  • Collateralized lending flow
  • On-chain lending protocol
SolidityEthereumSmart ContractsDeFi

Open Source

Public work on GitHub

Developer tools, agent infrastructure and blockchain projects.

dotenv-doctor

Featured repository

Dashboard for your .env files — masked secrets, missing-key checks, and git leak detection.

71Go
AgentExchange

Featured repository

Open-source Go framework for A2A agent exchanges (discovery, routing, auth, metering, observability).

30Go
chain

Featured repository

Supply chain risk visibility — know what you're running before you run it

30Go

Machine Learning & Research

Applied ML and optimization

University coursework in NLP, data mining and evolutionary computing — foundational ML, framed honestly.

Fake News Detection

Built an ML classification pipeline to detect fake news articles — feature extraction, model training and evaluation on textual news data.

NLPText Classificationscikit-learn

Data Mining

Applied dimensionality reduction, unsupervised clustering and regression models across structured datasets — with written analysis for each method.

PCAClusteringRegression

Genetic Algorithms

Evolutionary algorithm that searches operator and operand combinations to converge on a target equation — combinatorial optimization via selection and mutation.

Evolutionary ComputingCombinatorial Optimization

Skills

Technical depth across the stack

Grouped by domain.

Backend

GoPythonJavaScriptSolidityJavaC

Systems

Distributed SystemsMicroservicesREST APIsWebSocketsLow-Latency SystemsMonoliths

Infrastructure

DockerAWSRedisMonitoringProduction Operations

Blockchain

EthereumSmart ContractsDeFiSolidity

AI

NLPMachine LearningAgent SystemsAI Product Development

Contact

Let's build something

Open to backend, founding engineer and other high-impact roles.

The fastest way to reach me is email. I read everything that lands in my inbox.

zigamedved9@gmail.com

Location

Maribor, Slovenia