Kamil Zieliński
Deep Learning Engineer at AstroTeq.ai- Claim this Profile
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angielski Limited working proficiency
Topline Score
Bio
Credentials
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Preparing for Google Cloud Certification: Machine Learning Engineer
CourseraDec, 2022- Nov, 2024 -
Google Cloud Big Data and Machine Learning Fundamentals
CourseraNov, 2022- Nov, 2024 -
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
CourseraFeb, 2018- Nov, 2024 -
Convolutional Neural Networks
CourseraFeb, 2018- Nov, 2024 -
Deep Learning Specialization
CourseraFeb, 2018- Nov, 2024 -
Neural Networks and Deep Learning
CourseraFeb, 2018- Nov, 2024 -
Sequence Models
CourseraFeb, 2018- Nov, 2024 -
Structuring Machine Learning Projects
CourseraFeb, 2018- Nov, 2024 -
Applied Data Science with Python Specialization
CourseraOct, 2017- Nov, 2024 -
Applied Machine Learning in Python
CourseraOct, 2017- Nov, 2024 -
Applied Plotting, Charting & Data Representation in Python
CourseraOct, 2017- Nov, 2024 -
Applied Social Network Analysis in Python
CourseraOct, 2017- Nov, 2024 -
Applied Text Mining in Python
CourseraOct, 2017- Nov, 2024 -
Introduction to Data Science in Python
CourseraOct, 2017- Nov, 2024 -
Machine Learning: Clustering & Retrieval
CourseraAug, 2017- Nov, 2024 -
Machine Learning Foundations: A Case Study Approach
CourseraAug, 2017- Nov, 2024 -
Machine Learning Specialization
CourseraAug, 2017- Nov, 2024 -
Machine Learning: Classification
CourseraAug, 2017- Nov, 2024 -
Machine Learning: Regression
CourseraAug, 2017- Nov, 2024 -
English B2
Szkoła Językowa UAMJun, 2017- Nov, 2024
Experience
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Astroteq.ai
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Poland
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Technology, Information and Internet
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1 - 100 Employee
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Deep Learning Engineer
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Jul 2023 - Present
Goal: Build an AI system for earthquakes forecast Goal: Build an AI system for earthquakes forecast
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HSBC
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United Kingdom
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Financial Services
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700 & Above Employee
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Senior Machine Learning Engineer
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Mar 2023 - Aug 2023
Goal: Build a ML detector of potential insider-trading Goal: Build a ML detector of potential insider-trading
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Fetcherr
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Israel
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Software Development
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1 - 100 Employee
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Senior AI/ML engineer
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Jun 2022 - Mar 2023
Goal: AI-based revenue optimization in the airline industryKey responsibilities:- Being the first and most reputable ML employee in the company. Very important voice in team discussions.- Conduct sales data analysis from a machine learning perspective.- Develop general architectural solutions to complex problems of demand estimation and price optimization at an early stage of company development.- Research and implement non-sequential and sequential deep learning models for tabular data.- Lead the preparation of production infrastructure using Google Cloud ML tools (Vertex AI) to ensure scalability and reliability of the models.Key achievement:Developed a simple, robust demand estimation model that won most of the internal model competitions and was successfully working in production. Show less
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Data Scientist
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Jan 2020 - May 2022
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Dronn.com / Dialo.ai
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Poland
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IT Services and IT Consulting
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1 - 100 Employee
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Deep Learning Engineer
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Jan 2019 - Nov 2019
Goal: Build a robotic call centerKey responsibilities:- Design and build automatic speech recognition (ASR) systems for specific tasks, such as date or time recognition, to enhance the accuracy of the conversational agent.- Develop intention recognition models with a custom architecture to accurately predict the customer's intent and improve the effectiveness of the robotic call center.- Create a repository for easy and customizable training of simple intention models to enable the team to quickly develop and deploy new conversational modules.- Train a Polish version of GPT-2 language model on DGX machine for research purposes.Key achievement:Played a key role in constructing a robot capable of convincing 10-20% of people that they were talking to another human. Show less
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Junior Data Scientist
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Sep 2018 - Dec 2018
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Community
