Profile Summary
I'm an AI Engineer with a passion for leveraging cutting-edge technologies to solve complex problems. With expertise in machine learning, natural language processing, and computer vision.
Primary Skills
Python | 9 yrsAI Automation | 8 yrsAI Decision-Making | 7 yrsMachine Learning | 9 yrsMachine Learning Models | 9 yrsAzure Machine Learning | 9 yrsJupyter Notebook/JupyterLab | 9 yrsTableau | 6 yrs
Culture Profile
In workplace, I am known for . . .
- my meticulous attention to detail.
- my strong leadership skills.
I thrive in environments . . .
- that encourage creativity and allow for autonomy.
- provide opportunities for growth and learning.
I struggle in environments . . .
- that lack clear communication and direction.
- that are overly rigid and resistant to change.
Work Experience
H2O.ai
Senior IA Engineer
- Dec, 2019 - Present
- United States
- Spearheaded the integration of a predictive maintenance AI model into manufacturing processes, resulting in a 25% reduction in equipment downtime and saving $2 million in maintenance costs annually.
- Engineered a sentiment analysis tool for social media monitoring, enabling the company to identify emerging trends and customer preferences, leading to a 20% increase in market share within six months.
- Developed a reinforcement learning-based optimization algorithm for supply chain management, decreasing inventory holding costs by 30% while maintaining optimal stock levels across distribution channels.
Skills
PythonAI AutomationAI ChatBotsAI Decision-MakingAI OptimizationAI SecurityAI-Optimized HardwareNeural NetworkOpenAIPyTorchJupyter Notebook/JupyterLab
Industries
Software
Akamai Technologies
Senior IA Engineer
- Jan, 2017 - Nov, 2019
- Remote
- Implemented a neural network-based fraud detection system, decreasing fraudulent transactions by 35% and saving the company $1.5 million annually.
- Designed and deployed a personalized healthcare recommendation system, improving patient outcomes by 20% through tailored treatment plans.
- Led the development of a self-learning chatbot, reducing customer support response times by 50% and increasing customer satisfaction scores by 15%.
Skills
PythonNeural NetworkElasticsearchKerasPyTorchTableau
Industries
Software
Printbox, Enterprise Photo Products Software
IA Engineer
- Jun, 2015 - Dec, 2016
- Remote
- Developed a real-time anomaly detection system, reducing false positives by 40% and improving operational efficiency in a critical infrastructure environment.
- Led the integration of voice recognition technology into a mobile app, enhancing user experience and doubling user engagement within six months.
- Optimized a recommendation algorithm for an e-commerce platform, increasing click-through rates by 25% and boosting sales revenue by 30% year-over-year.
Skills
PythonApache Spark support on Amazon AthenaApache SparkPyTorchJupyter Notebook/JupyterLabTableau
Industries
Software
Education
Bachelor's degree
- Computer Science
- AGH University of Krakow, Poland
- 2014
Master's degree
- Computer Science
- AGH University of Krakow, Poland
- 2017
Certifications
Introduction to Artificial Intelligence
- 2023
Serverless Architecture
- 2023
Elastic Google Cloud Infrastructure: Scaling and Automation
- Coursera
- 2021
Essential Google Cloud Infrastructure: Foundation
- Coursera
- 2021
Google Cloud Fundamentals: Core Infrastructure
- Coursera
- 2021
Microsoft Certified: Azure Fundamentals
- Microsoft
- 2020
All Skills
Languages
- Python | 9 yrs
AI
- AI Automation | 8 yrs
- AI ChatBots | 5 yrs
- AI Decision-Making | 7 yrs
- AI Optimization | 6 yrs
- AI Security | 5 yrs
- AI-Optimized Hardware | 4 yrs
- Machine Learning | 9 yrs
- Machine Learning Models | 9 yrs
- Neural Network | 8 yrs
- OpenAI | 7 yrs
Cloud
- Apache Spark support on Amazon Athena | 2 yrs
- Azure Machine Learning | 9 yrs
- TensorFlow Enterprise | 8 yrs
Databases
- Elasticsearch | 3 yrs
Libraries
- Apache Spark | 2 yrs
- Keras | 7 yrs
- PyTorch | 8 yrs
- TensorFlow | 7 yrs
Tools
- Jupyter Notebook/JupyterLab | 9 yrs
- Tableau | 6 yrs