Kristofer Jussmann

Full-Stack Developer & AI Engineer building agentic automation systems.

A simple, straightforward, minimalistic portfolio — no fluff, no gimmicks. Just real work, practical skills, and genuine technical experience.

Core Certifications & Projects

Docker Foundations

Docker Inc.

Professional Certificate

Skills Acquired

Container workflows, Multi-stage Dockerfiles

, DevContainers for Codespaces

, Volume management, Compose orchestration (YAML)

, Kubernetes basics

, Image optimization.

Related Projects

ModelForge

Desktop AI suite connecting Blender to LLMs. Uses Docker Compose to orchestrate Vector DB, backend, and frontend.

Crosswind-Console

Manages ephemeral containers for local MCP servers via Docker API .

GitHub Administration

Microsoft (GH-900) Professional Certificate

Skills Acquired

Advanced Git flow

, GitHub Actions

CI/CD pipelines, Codespaces configuration

, Security (PAT/SSH/Secrets), Dependency graphs, PR/Merge best practices, Enterprise administration.

Related Projects

Automated Repositories

All personal projects implement strict automated testing, linting, and docs generation via Actions .

AI Engineering

Datacamp Associate

Professional Certificate

Skills Acquired

LLMOps workflows, RAG pipelines, Vector Embeddings (Redis

/ Pinecone / Supabase

), LangChain

/ LangGraph orchestration, Prompt Engineering (CoT/Few-shot/Zero-shot), API endpoints, Python

(classes, generators, list comprehensions, lambda functions), EDGE functions, Session memory, User authentication, Hugging Face

integration, Production monitoring & evaluation.

Related Projects

Kaelux.dev

Production B2B platform with semantic caching RAG (Kaelux Neural Agent), New Relic monitoring, Sentry tracking, CI/CD via GitHub Actions , and CodeRabbit code review.

PromptTriage

Training competitive vertical AI model on collected dataset of frontier model system prompts. Infrastructure: GCP / Colab using NVIDIA Spot VMs.

Crosswind-Console

LangGraph based agentic orchestration with official Amadeus and Tripadvisor partner APIs for dynamic MCP tool calling.

ML Foundations

Anaconda

& Python Institute Professional Certificate

Skills Acquired

Supervised/Unsupervised/Reinforcement learning, Regression/Classification (XGBoost), Data processing (Pandas

/ NumPy

), Visualization (Matplotlib/Seaborn), PyTorch

& Scikit-Learn

, Jupyter

notebooks in Anaconda

& Codespaces, Dataset curation, cleaning & synthetic generation.

Related Projects

n8n-workflows-36k

Largest synthetic n8n workflow dataset (130k+ workflows) for fine-tuning vertical LLMs. Features archetype-based generation and semantic labels. Also on Hugging Face .

Kaelux-Automate

Custom n8n Interface for AI-driven workflow generation. Trained Qwen-3-Coder 14B on custom high-quality JSON dataset from n8n-workflows-36k. Infrastructure: GCP / Colab using NVIDIA Spot VMs.

Blender Python Dataset

Python scripting dataset for Blender used in the ModelForge desktop AI suite.

Azure Administration

Microsoft Credential

Skills Acquired

VM creation & management, Virtual Networks/Subnets, Blob Storage configuration, Security policies, Subscription management, Enterprise cloud best practices.

Related Projects

Enterprise Azure Lab

Hands-on implementation of a secure cloud environment with documented compliance steps.