Markus Binder
Technical Co-Founder
Experience
Technical Co-Founder
Loka AI
- Software development of a B2B SaaS for AI-based search in internal candidate pools of recruitment agencies
- Design of a multi-tenant, hybrid architecture with dedicated GPU servers and secure cloud integration
- AI-Engineering
- LLMOps
- Python
- FastAPI
Senior Consultant
zeb consulting
- Development of AI prototypes and consulting on AI tools for operational productivity gains in insurance companies
- Project management/ sub-project leadership in the implementation of software solutions
- AI-Engineering
- Azure/AWS
- Project management
AI-Freelancer
AI-Binder
- Building AI-based internal knowledge bases
- Integration of GPT-4 or open-source alternatives like Llama via state-of-the-art AI frameworks in Python (e.g. LangChain, Ollama, Llama.cpp-py, Guidance-ai, and Ragas)
- Parameter-efficient fine-tuning of open-source LLMs
- AI-Engineering
- Machine Learning
- LLMOps
Actuarial Consultant
Meyerthole Siems Kohlruss Gesellschaft für aktuarielle Beratung mbH
- Actuarial data science for composite products (e.g. telematics pricing in auto insurance based on sensor data)
- Project-based leadership of a team of 2-3 employees and mentoring working students
- Setup of an internal cluster with access to GPU instances and Python and R IDEs for all employees
- Data Science/Engineering
- MLOps
- Project management
Research Associate
University of Regensburg
- Full-time position at the Chair of Business Informatics
- Research on fine-tuning of large language models
- Teaching data science and recommender systems within the Big Data Analytics lecture
- Data Science
- Machine Learning
- Python
- SQL
Industry Experience
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Experienced in Insurance, Education, and Information Technology.
Business Area Experience
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Experienced in Information Technology, Research and Development, Project Management, Product Development, and Business Intelligence.
Skills
Programming Languages
- Python (+++, 7)
- Bash (+++, 5)
- Next.js (++ , 2)
Databases
- Sql (+++, 7)
- Pgvector (+++, 2)
Large Language Models
- Pytorch (+++, 5)
- Rag (+++, 3)
- Ai-agents (+++, 2)
- Github Copilot (+++, 2)
- Langchain (++ , 2)
- Mcp-server (+++, 1)
Devops/ Mlops – Infrastructure
- Linux (+++, 6)
- Gitlab (+++, 3)
- Fastapi (+++, 2)
- Terraform (++ , 2)
Containerization
- Docker (+++, 5)
- Kubernetes (++ , 4)
Cloud
- Aws (++ , 3)
- Azure (++ , 3)
- Gcp (++ , 3)
Project Management
- Asana (++ , 3)
- Jira (++ , 2)
User/access Management
- Authelia (+++, 2)
- Keycloak (+++, 3)
Languages
Education
University of Regensburg
Dr. rer. pol. in Business Informatics, PhD · Business Informatics · Regensburg, Germany · magna cum laude
University of Barcelona
M.Sc. in Mathematics, Erasmus semester · Mathematics · Barcelona, Spain
University of Regensburg
M.Sc. in Mathematics, minor in Actuarial Science · Mathematics · Regensburg, Germany · 1.7
Statistics
Experience
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Qualifications
Profile
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