01
AI & LLM Systems
LLM Pipelines · RAG Architectures · Embeddings · Vector Search · Prompting · Evaluation Workflows
Explore →Open to AI engineering roles
AI Engineer
Lisann Jill Morlok
Building production-oriented AI workflows, data platforms, and the backend systems behind them.
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100,000+ structured records✦3 engineering roles✦5 languages spoken✦LLM · RAG · Vector search✦100,000+ structured records✦3 engineering roles✦5 languages spoken✦LLM · RAG · Vector search✦
LLM Pipelines✦RAG Architectures✦Embeddings✦Vector Search✦Prompting✦Evaluation Workflows✦Python✦FastAPI✦LLM Pipelines✦RAG Architectures✦Embeddings✦Vector Search✦Prompting✦Evaluation Workflows✦Python✦FastAPI✦LLM Pipelines✦RAG Architectures✦Embeddings✦Vector Search✦Prompting✦Evaluation Workflows✦Python✦FastAPI✦
The short version
She takes tangled legacy data and turns it into systems people can actually use — 100,000+ records migrated, three roles, five languages.
What I Work With
Practice areas
02
Backend & APIs
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Backend & APIs
Python · FastAPI · REST APIs · Dash
100,000+
Structured records
Migrated out of legacy systems at BMW Group.
3
Engineering roles
advasolutions · BMW Group · SEMEDY
5
Languages spoken
German, English, Spanish, French, Chinese.
03
Data Engineering
ETL Pipelines · Database Design · SQL · Data Migration · Validation
Explore →04
Cloud & Tooling
Microsoft Azure · Git · Docker · Agile (Scrum)
Explore →Portfolio
Selected work
01
Legacy Data Migration Platform
A relational data platform consolidating historically grown legacy records into a clean target structure, with a Dash front end and REST API for exploration.
02
Machine Learning Pipeline
A supervised and unsupervised modelling pipeline in Python, covering feature engineering, hyperparameter tuning, and cross-validated evaluation.
03
Quantitative Trading System
A modular Python trading framework with market-data API integration, a backtesting engine, and position-level risk management.
+
Let's make the next one together.
Currently building LLM and RAG pipelines at advasolutions, and open to what comes next.
Say helloTechnical skills
The stack
Languages and Frameworks
Python, Java, SQL, JavaScript, FastAPI, Dash.
AI and Machine Learning
LLM systems, RAG architectures, embeddings, vector search, prompting, retrieval, evaluation workflows, regression, clustering, neural networks.
Data Engineering
Database design, ETL pipelines, data migration, transformation, cleansing, validation, external API integration.
Cloud and Tooling
Microsoft Azure, Git, Docker, Agile (Scrum).
Languages
German NativeEnglish FluentSpanish FluentFrench IntermediateChinese Basic