Technical Profile | Victor Friberg

Summary

I build AI products that ship. At Position Green, I co-founded the AI team and took the first AI-driven features from idea to production. Before that, 6+ years of fullstack engineering across e-commerce, healthtech, and hardware gives me the foundation to build AI into real systems, not just prototypes.
I work across TypeScript, Python, and C# (.NET) and choose the stack that fits the problem. My entrepreneurial background means I optimize for business impact over technical novelty.

Technical Specializations

LLMs & Providers

OpenAI: GPT-3.5 through GPT-5.3-Codex (API, Codex CLI, Semantic Kernel, Agent SDK)
Anthropic: Claude 4.5/4.6 Sonnet & Opus (Agent SDK, Claude Code)
Local/OSS: Llama, Qwen, specialized PII models for self-hosted anonymization (Ollama, LM Studio)

Orchestration & Patterns

Frameworks: Semantic Kernel (.NET), LangChain/LangGraph (Python), OpenAI Agent SDK, Anthropic Agent SDK
Agentic Systems: Multi-agent orchestration, tool-use architectures, and embedded agent-in-chat patterns for end-user facing products
Context Engineering: RAG pipelines, document parsing and chunking strategies (LlamaParse), retrieval evaluation

Infrastructure & Quality

Vector DBs: Qdrant (primary), pgvector
Security: PII anonymization pipelines and secure data flow design
Evaluation: Prompt testing, output quality measurement, and cost/latency optimization

Position Green — AI Lead & AI Engineer

Jan 2024 – Present | Malmö, Sweden

Co-founded the AI team and architected the company's first AI-driven product features
Designed and built agentic workflows and fullstack features (React/TypeScript, C#/.NET)
Led AI tooling strategy company-wide: evaluated and rolled out Claude Code for engineering, drove ChatGPT Team adoption, and helped establish AI usage policies
Ran weekly Techo Tuesdays (industry news + live demos) and Friday hackathons (hands-on AI experimentation) for the engineering organization
Collaborated cross-functionally with sustainability domain experts to align AI capabilities with business goals

                Key Project — AutoReporting: Conceptualized and led from idea to PoC. An AI-driven workflow
                that automates sustainability report generation, targeting a 30% reduction in reporting time
            

Previous Engineering Roles

MedBeat — Mobile Developer 2022–2023
iOS/Android apps for secure patient-doctor communication

Bygghemma — Web Developer 2020–2022
High-performance e-commerce platform at scale

FlatFrog Laboratories — Application Software Engineer 2018–2020
Application software for interactive touch hardware, cross-team system integration

HomeQ Technologies — Junior Developer 2017–2018
Early-stage proptech startup

Side Projects

Antler Nordics Entrepreneur | 2022

Explored vertical farming for sustainable protein and coffee production. Product validation and early-stage company building in a fast-paced international cohort.

Current Projects (2025–2026)

ClearCode

Coding tool with transparent agents and collaboration features for distributed teams. Making AI-assisted coding understandable and controllable.

Family Station

iPad app combining video calling and local AI voice commands for families. Edge-deployed AI without cloud dependency.

Crea

Finance tool automating payroll calculations with full auditability. Replacing error-prone manual processes.

Det Goda Valet

Displays ESG data per company and product in Swedish grocery stores. Transparent environmental and social impact at point of purchase.

Riksdagen Update

AI-generated summaries of Swedish parliamentary decisions, personalized by timeframe and area of interest.

Education

Agile Project Management — IHM Business School (2021)
Innovative Programming / Mechanical Engineering — Linköping University (2015–2017)
IT Project Manager — Gozinto Studentkonsulter

Updated March 2026