Solutions Architect and engineering leader with over 11 years of experience owning end-to-end system architecture — from technology and cloud platform selection to production deployment. Currently focused on designing and delivering production AI/ML solutions (RAG, LLMs, and AI agents) alongside scalable, maintainable multi-tenant SaaS architecture. Experience spanning enterprise platforms, client-facing consulting, and leading cross-functional teams. I build systems and teams, from ERP suites and AI powered products to coaching athletes to national records.
Work Experience
Solutions Architect / Founding Engineer
Leading technical vision and system architecture for enterprise-grade SaaS Translation Management System (TMS). Hands-on architect role combining system design with AI engineering implementation.
- Led the architecture design and implementation of an end-to-end AI/ML solution, owning technology stack and cloud platform selection, data models, and API design to integrate data, models, and infrastructure into a cohesive system
- Provided cross-team architectural leadership as strategic partner to the CEO, setting technical direction, design principles, and standards to ensure consistency across the engineering team
- Designed and delivered production RAG pipelines and agentic AI workflows (LLM-driven AI agents) to automate core client workflows, integrating vector retrieval, context injection, and LLM generation
- Built evaluation frameworks with human-in-the-loop review to score and continuously improve LLM output quality
- Engineered a prompt-versioning system and hallucination-mitigation strategies to deliver reliable, production-grade LLM outputs
- Drove adoption of engineering methodologies, frameworks, and standards (coding standards, CI/CD) to build a scalable and maintainable multi-tenant SaaS architecture
- Balanced hands-on technical execution with long-term architectural vision, owning the full solution lifecycle from requirements to production monitoring
- Mentored and guided a cross-functional team of 5 across engineering, product, QA, and project management, translating business needs into robust technical solutions
Lead Software Engineer
Led development team at digital agency, delivering custom systems and websites for clients across diverse industries.
- Led client-facing solution architecture and delivery of web and custom e-commerce platforms, integrating third-party APIs and payment systems to meet client business objectives
- Designed and deployed scalable cloud infrastructure for regional airline websites serving the China and Taiwan markets, delivering across multiple geographies and cultures
- Built and documented a full REST API with OpenAPI/Swagger specification, aligning the technical design with client stakeholders
- Provided technical and architectural leadership for a small engineering team while remaining hands-on with code
- Owned DevOps delivery including compute provisioning, deployment automation, and production monitoring across client solutions
Corporate Systems Manager / Senior Software Engineer
Designed and developed suite of internal corporate systems and client-facing applications.
- Translated business needs from executive, sales, and project-management stakeholders into an integrated suite of corporate systems (ERP, CRM, Accounting, Project Management, and HRM) — adopted company-wide with clear business impact, reducing operational overhead by 90%
- Gained hands-on corporate finance and accounting knowledge through mentorship while building an accounting system, learning financial workflows, reporting, and compliance requirements
- Migrated legacy systems to modern frameworks, reducing maintenance overhead and improving performance
- Managed production databases with business-critical data, implementing backup and recovery procedures
IT/Telecom Technician & Developer
Managed IT infrastructure and developed web applications for international telecom company.
- Managed IT infrastructure at the Bangkok office
- Performed on-site network installations at B2B customer offices in Gothenburg
- Built a client database and automation tool using PHP, Python, and MySQL to aggregate subscription data from service providers and generate reports for the sales team
- Provided technical support for corporate customers (phone switches, network, WiFi) and assisted with home cell antenna installations in remote areas
Freelance Web Developer
Freelance web design and development services for 2 clients.
- Delivered a production website using WordPress
- Built a custom CMS from scratch using PHP for a client's specific needs
Retail & Sales Associate
Technical Skills
Backend Development
ExpertFrontend Development
AdvancedAI Engineering
AdvancedDevOps & Infrastructure
AdvancedObservability & Monitoring
IntermediateTesting & Quality
AdvancedArchitecture & Practices
ExpertSelected Projects
MMO Networking Proof-of-Concept
Multiplayer 2D roguelike game built to stress-test networking architecture for MMO-scale applications
- Stress-testing single-server player capacity and multi-region scaling architecture
- Designed custom networking layer with delta compression and WebSocket real-time state sync
- Built authoritative game server handling physics, combat validation, and AI
- Developed Go REST API with JWT authentication, PostgreSQL persistence, and Redis caching
- Orchestrated multi-container deployment with Docker Compose
TMS SaaS Platform
DxT
Translation Management System with AI-powered features for the enterprise localization market
- Multi-tenant SaaS architecture serving enterprise clients
- Production RAG pipeline, Vector retrieval, context injection, LLM generation for automated translation
- Implemented prompt versioning with multi-shot prompting and training for hallucination mitigation
- Built evaluation pipeline using evaluation frameworks, and human evaluation for output quality measurement
- Vector store with semantic search for translation memory retrieval
- Dual embedding strategy: OpenAI for cloud processing, and HuggingFace sentence transformer for offline processing
- Python automation scripts for AI integrations and workflow automation
Content Localization Pipeline
EQHO Communications
Content processing system for regional airline
- Architected end-to-end content pipeline
- Built automated quoting engine using word count analysis and TM fuzzy matching against pricing rules
- Implemented LLM-assisted localization workflow for English to multiple languages with human review
- Designed REST API with full OpenAPI/Swagger documentation for technical team
- Managed infrastructure for regional sites
- Queue-based job processing for content updates
Enterprise ERP Suite
EQHO Communications
Integrated Accounting, CRM, and Project Management systems for internal corporate use
- Full double-entry accounting system with Chart of Accounts, General Ledger, and multi-currency support
- Financial reporting suite: P&L, Balance Sheet, Cash Flow statements, and custom reports
- AR/AP management with invoice generation, payment tracking, partial payments, and aging reports
- Tax handling including VAT and withholding tax calculations
- Revenue tracking and financial dashboards for executive reporting
- CRM for customer relationship tracking
- Project management and resource allocation
HRM System
EQHO Communications
Comprehensive Human Resource Management system for employee and workforce management
- Employee management and company directory
- Payroll management system
- Clock in/out time tracking
- Electronic leave requests and sick leave management
- Company holidays calendar
GPS Tracker System
Uppsala University
Arduino-based GPS tracking device with web interface for vehicle/boat tracking and anti-theft purposes (Thesis Project)
- Led 3-person team for university thesis project
- Arduino paired with GPS chip and SIM card for cellular data transmission
- Device transmitted GPS coordinates to Laravel REST API for persistent storage
- Web interface plotted device movement history on interactive maps via Google APIs
- Park alarm feature alerting users when device is moved
Education
Associate of Applied Science (AAS)
Software Engineering
Independent Course (15 Credits)
Introduction to 3D-Graphics
Independent Course (15 Credits)
Basic Course in 3D-Graphics with Autodesk 3ds Max
High School Diploma
Natural Science - IT Specialization
Certifications
EFR (Emergency First Response) Certification
AIDA Freediving Instructor & Competition Coach
- › Coached athletes to 2 National Records
Pyrotechnics Safety Training
- › Certified in safe handling, storage, and sale of consumer pyrotechnics