Based in
North Macedonia
About
Who I am
Full-stack engineer and data scientist with 5+ years of production experience in fintech, e-commerce, and ML — shipping a live banking platform, enterprise forecasting models, and distributed data pipelines for clients across Europe, alongside freelance web development and volunteer disaster-relief tooling on the side.
At Vista Point I engineer a multi-tenant banking and e-commerce SaaS platform with microservices architecture: Angular frontends, NestJS REST APIs, and MySQL/Redis backends handling KYC onboarding, cross-border wire transfers, and FX trading under compliance constraints. At Xient GmbH I build classification, regression, and time-series forecasting models alongside PySpark ETL pipelines (Lambda architecture: batch + streaming) within the SAP × Hypatos document-intelligence ecosystem, turning multi-source enterprise data into decision-ready forecasts.
Experienced designing Microservices, Multi-Tenant SaaS, Event-Driven, and Lambda architectures. Proven across Angular, Node.js, Go, FastAPI, Flask, Python, PySpark, AWS, SQL, and NoSQL. Drawn to fintech, fraud detection, and the intersection of data engineering and applied security.
Cert.
AWS AI Practitioner
English
C1 · German A2
Based
North Macedonia
Experience
Where I've worked
Vista Point
Senior Full-stack DeveloperNorth Macedonia
- Engineered a multi-tenant banking and e-commerce SaaS platform with microservices architecture (Angular, Node.js, MySQL, Redis, Java, C#, HTML, CSS, JavaScript) handling KYC onboarding, cross-border wire transfers, and FX trading.
- Cut feature delivery time ~40% by refactoring a monolithic Angular codebase into a reusable component library, eliminating duplicated logic across KYC, wire-transfer, and FX trade screens.
- Secured REST API endpoints covering compliance-sensitive operations - identity verification, fund transfers, and role management - by implementing JWT auth and refresh-token rotation.
- Reduced high-traffic endpoint response times ~35% by introducing Redis read-through caching and rewriting inefficient MySQL queries, improving throughput under peak transaction load.
Xient GmbH
Backend EngineerGermany (Remote)
- Shipped a Microsoft Teams tab application (FastAPI, Python) embedding a BW/4HANA KPI dashboard as both a personal and channel tab, surfacing real-time business intelligence data directly within Teams.
- Delivered a full-stack documentation PDF export tool (Go, React, Next.js, Python, Playwright) with BFS site crawling, per-section ZIP packaging, and SSE-streamed generation progress.
- Wired an on-premise SAP S/4HANA + BW system to a locally-hosted LLM (Ollama on Nvidia DGX Spark) via RFC/BAPI and OData; built Python extraction pipelines enabling zero-cloud AI-powered data analysis.
Support Kocani
Volunteer DeveloperNorth Macedonia
- Designed and shipped supportkocani.com (PHP/Laravel, AWS) within 72 hours of the Kocani disco fire, enabling real-time donation tracking for hundreds of affected families.
- Integrated OpenAI Vision API to automatically parse wire-transfer and cheque screenshots, eliminating ~4 hours of daily manual donation tallying and accelerating fund distribution to injured victims.
Freelance
Full-stack Developer & TutorNorth Macedonia
- Delivered 2 production websites end-to-end (solar energy provider, PVC construction company) covering requirements, UI/UX, full-stack development (HTML, CSS, JavaScript, PHP), and deployment, enabling clients with no prior web presence to generate online leads.
- Taught web development (Angular, Node.js, HTML/CSS/JS) and data science (Python, Pandas, SQL, ML, Deep Learning, LLMs, RAG systems) across 1-on-1 and small-group sessions, adapting curriculum to individual skill levels.
Loka & nf-core Bioinformatics Hackathon
Open-source ContributorNorth Macedonia
- Contributed code improvements, bug fixes, and documentation to nf-core Nextflow pipeline modules at an international hackathon, collaborating with researchers on reproducible bioinformatics workflows.
Projects
Things I've built
Skills
What I work with
Languages
Web & APIs
Databases
Data & ML
Cloud & DevOps
Architecture
Tools
Education
Academic background
B.Sc. Software Engineering & Information Systems
Faculty of Computer Science and Engineering (FINKI), UKIM
Skopje, North Macedonia · GPA: 3.4/4.0
Key coursework
Algorithms & Data Structures
Complexity analysis, trees, graphs, dynamic programming, sorting and search algorithms.
Operating Systems
Process and memory management, scheduling, file systems, concurrency and synchronisation.
Computer Networks
TCP/IP stack, routing protocols, socket programming, and network security fundamentals.
Databases
Relational modelling, SQL, query optimisation, transactions, and NoSQL fundamentals.
Software Engineering
SDLC, agile methodologies, requirements engineering, testing, and design patterns.
Artificial Intelligence
Search algorithms, knowledge representation, logic programming, and planning.
Machine Learning
Supervised and unsupervised learning, model evaluation, feature engineering, neural networks.
Data Mining
Association rules, clustering, classification, and pattern recognition in large datasets.
Big Data Mining
Distributed processing with Apache Spark, Flink, and Kafka, batch and streaming pipelines at scale.
DevOps Software Development
CI/CD pipelines, infrastructure as code, containerisation, automated testing, and release management.
Information Security
Cryptography, access control, network security, threat modelling, and compliance.
Statistics & Probability
Statistical inference, probability theory, hypothesis testing, and regression analysis.
Web Programming
Client-server architecture, REST APIs, JavaScript frameworks, and authentication.
Bioinformatics
Biological sequence analysis, genomic data pipelines, and computational biology tools.
Computer Architecture
CPU design, instruction sets, memory hierarchy, pipelining, and parallel processing.
Certification
AWS Certified AI Practitioner
Languages
Macedonian (Native) · English (C1) · German (A2)