11.08.2025 aktualisiert
100 % verfügbar
Senior Software & Process Expert
Sinzing, Deutschland
Sinzing +100 km
B.Sc. Computation EngineeringSkills
Agile MethodologieKünstliche IntelligenzAmazon Web ServicesAmazon Elastic Compute CloudC++DokumentabrufHardware-DesignPythonNatural Language ProcessingScrumSemantikLarge Language ModelsQualitätskontrolleGenerative AICloudformation
- Experienced AI/Software Engineer with a strong focus on generative AI and Large Language Models (LLMs)
- Proficient in Python and C++, with hands-on experience in implementing and evaluating various LLMs (Llama2/3, Mistral7B-instruct, DeepSeek Coder)
- Expert in Retrieval-Augmented Generation (RAG) techniques, including document ingestion, context-aware inference, and domain-specific fine-tuning
- Deep knowledge with OpenWebUI to quickly implement POCs.
- Skilled in developing complex AI architectures, such as plan & execute patterns and multi-stage review systems for natural language processing tasks
- Experienced in MLOps and deploying AI models to production using AWS services (Bedrock, SageMaker, EC2) and setting up scalable CloudFormation stacks
- Strong background in AI model evaluation and quality control, including semantic similarity tests and document retrieval evaluation
- Proven track record in implementing agile methodologies (Scrum) in both software and hardware development environments
- Experienced leader with a history of successfully managing and growing development teams in international settings
Erfahrung
Berufserfahrungmehr als 10 Jahre
Freelancer seit2024
Sprachen
DeutschMutterspracheEnglischverhandlungssicherFranzösischGrundkenntnisse
Projekthistorie
- Requirements engineering and planning of development efforts
- Embedded development of OS level software in C++
(TI C28 & ARM Cortex M4 architecture) - Set up and maintain code quality with tools like gtest/gmock and cppcheck
- Set up of CI/CD pipeline with gitlab & docker
- Conceptualized GenAI application for real estate service (Utiliy bill control)
- Integration of services in Python using FastAPI and various LLM APIs.
- Creation of System architecture and alignment with customer side developers.
- Creation of locally running assistants (Phi3-mini 4bit, langchain, ollama, OpenWebUi)
- Productized LLM based assistants based on Gemma3, LangChain
- Validation of business logic using PyTest
- Support deployment efforts of customer IT.
- Conceived LLM & SW architecture to automate processes based on natural language (Python, transformers, RAG, langchain)
- Solicited tangible requirements from stakeholders and customers.
- Curated training data and documents for domain specific use case for multiple leveraged LLM models (Llama2/3, Mistral7B-instruct, BAAI & Snowflake embedding models)
- Created evaluation framework to establish quality control for AI product (semantic similarity tests, document retrieval evaluation with RAG)
- Frontend development in Angular