About
Senior software engineer with 8+ years of experience specializing in data engineering, AI/ML solutions, and Industrial IoT systems. Currently leading a team of 10 engineers developing cloud-based analytics and reporting solutions for ABB’s Motion Business. Combines deep technical expertise with strong leadership and mentoring capabilities.
Expert in Python-based data processing, analytics, and modern cloud architectures. Recently spearheaded GenAI initiatives for intelligent condition monitoring, leveraging LLMs to synthesize recommendations from classical monitoring methods.
Employment history
Senior R&D Software Engineer • ABB • Kraków, Poland
2019 - present
Technical lead and senior software engineer in the analytics team for Motion Business (Motors and Drives). Architecting and implementing cloud-native solutions for real-time analytics, edge computing, and AI-powered condition monitoring systems.
Key Achievements:
- AI/ML Leadership: Leading GenAI project integrating LLM APIs (Azure OpenAI, direct APIs) with classical condition monitoring to generate intelligent asset recommendations
- Cloud Architecture: Designing scalable microservices using Azure Functions, Service Bus, and custom web services for IIoT data processing
- Team Leadership: Mentoring junior developers and providing technical direction for team of 10 engineers
- Real-time Analytics: Implementing edge computing solutions and real-time data processing pipelines
- Modern Tech Stack: Building solutions with Azure ML, Databricks, and custom Python-based services
R&D Engineer • Elmodis • Kraków, Poland
2017 – 2019
Developed Python libraries for IIoT data processing across cloud and embedded platforms. Implemented machine learning algorithms for rotating machinery diagnostics. Collaborated with low-level and cloud software teams.
Automation Engineer • AIUT • Gliwice, Poland
2010 – 2016
Designed and implemented SCADA and DCS solutions for diverse industries including HVAC, Pulp & Paper, and Marine applications.
Education
Automation Control • The Silesian University of Technology • Gliwice, Poland
2005 – 2010
Master of Science in Engineering
Skills
▰▰▰ Python Development
▰▰▰ Data Engineering & Analytics
▰▰▰ Cloud Architecture (Azure)
▰▰▰ AI/ML & GenAI Solutions
▰▰▰ Team Leadership & Mentoring
▰▰▰ Real-time Analytics
▰▰▰ IIoT & Edge Computing
▰▰▱ Azure ML & Databricks
▰▰▱ Microservices Architecture
▰▰▱ Condition Monitoring
▰▰▱ TDD & Software Architecture
▰▱▱ Frontend Development
Tools & Technologies
- AI/ML: Azure OpenAI APIs, LLM integration, scikit-learn, classical ML algorithms
- Cloud: Azure Functions, Azure ML, Databricks, Service Bus, Storage, CosmosDB, DevOps
- Data: Real-time processing, edge computing, time-series analytics, Pandas, NumPy
- Backend: Python, Flask, Celery, microservices, REST APIs
- DevOps: Docker, Git, CI/CD, Azure DevOps
- Visualization: Matplotlib, Dash, data storytelling
Recent Projects & Achievements
- GenAI Condition Monitoring: Led development of intelligent recommendation system combining classical monitoring with LLM-powered insights
- Team Scaling: Mentored 5+ junior developers and established best practices for team of 10 engineers
- Cloud Migration: Successfully migrated legacy systems to Azure-based microservices architecture
Courses and Certificates
- DNA – Droga Nowoczesnego Architekta, devstyle.pl
- SEI Software Architecture Professional Certificate, Carnegie Mellon
- DB Master, devstyle.pl
- Database solutions for IoT
- Data Science Nanodegree, Udacity
- Machine Learning introduction, Coursera
- CCNA, Cisco
Hobbies
- Popular science
- History of cinema
- DIY
Contact
contact[at]fmularczyk.pl