Maciej Modrzejewski-Independent AI Consultant / Machine Learning Engineer
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Experience
AI & Machine Learning Consultant
Self-employed
- Led the technical implementation of several AI products for companies, including defining the software architecture, leading distributed development teams of ML and software engineers, and coordinating delivery with executives.
- Developed and delivered 5+ production-ready AI products in the areas of machine translation, speech AI, document AI, conversational AI, and AI quality evaluation.
- Built a multilingual machine translation platform with over 550 production-ready models for automated translation of documents and business content in more than 40 languages.
- Built production-ready Conversational AI platforms using self-hosted Large Language Models (Qwen) with RAG pipelines, prompt engineering, tool calling, and secure enterprise deployments for internal knowledge assistants and customer-facing chatbots.
- Developed AI orchestration frameworks for dynamic selection of foundation models and for optimizing the quality, latency, robustness, and cost of production AI systems.
- Developed automated evaluation and monitoring pipelines for continuous quality assessment of Conversational AI systems, speech AI, and Large Language Models.
Data Engineer
Siemens
- Analyzed over 110,000 employee feedback entries using machine learning methods to identify trends and areas for improvement.
- Developed statistical methods for anomaly detection and analysis pipelines to support data-driven business decisions.
Student Software Developer (Python)
SAP SE
- Developed NLP solutions for multilingual text processing based on neural machine learning models.
- Designed and implemented semantic integration and regression tests to ensure the quality and stability of production machine learning services.
Industry Experience
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Experienced in Professional Services, Information Technology, and Manufacturing.
Business Area Experience
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Experienced in Information Technology, Product Development, Project Management, Quality Assurance, and Business Intelligence.
Summary
AI consultant and machine learning developer with over 5 years of experience in designing and implementing enterprise AI platforms in the areas of Conversational AI, multilingual NLP systems, speech technologies, and Generative AI. Experienced in leading cross-functional development teams, defining AI architectures, and building production-ready ML systems from research to large-scale deployment for enterprise customers.
Skills
Programming Languages: Python, Typescript, Sql, Bash
Machine Learning & Ai: Large Language Models (Gpt, Gemini, Claude), Natural Language Processing (Nlp), Neural Machine Translation (Nmt), Speech Ai, Retrieval-Augmented Generation (Rag), Prompt Engineering, Agentic Ai, Fine-Tuning, Quality Estimation (Qe), Automatic Post-Editing (Ape), Ocr, Document Ai
Mlops & Deployment: Docker, Kubernetes, Ci/Cd, Model Deployment, Ml Pipelines, Model Evaluation, Experiment Tracking, Production Monitoring, Rest Apis, Websockets
Cloud & Infrastructure: Azure Ai Services, Openai Api, Google Gemini Api, Azure Speech Services
Software Engineering: System Design, Distributed Systems, Microservices, Api Design, Asynchronous Programming, Git, Agile/Scrum
Ai Evaluation & Analytics: Llm Evaluation, Conversational Ai Evaluation, Translation Quality Evaluation, Speech Recognition Evaluation, Human-In-The-Loop Workflows, Ai Benchmarking
Leadership & Product: Technical Leadership, Ai Strategy, Solution Architecture, Stakeholder Management, Cross-Functional Team Leadership, Technical Mentoring, Product Roadmapping
Languages
Education
Karlsruhe Institute of Technology (KIT)
Master of Science · Computer Science · Karlsruhe, Germany
RWTH Aachen University
Bachelor of Science · Computer Science · Aachen, Germany
Statistics
Experience
Global Experience
Expertise
Qualifications
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