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Machine Learning | Computer Vision | LLM | Azure | Geospatial
CzeΕΔ! Iβm a Machine Learning Engineer with 3 years of experience, based in WrocΕaw, Poland. I specialize in building computer vision models using geospatial data on Azure cloud. I have been exploring the capabilities of Large Language Models (LLMs) as personal projects, experimenting with their potential to enhance AI-driven solutions and workflows.Β
My architecture & design background sharpens my focus on crafting visually appealing, user-centric AI products.
Deep learning tool designed to improve the identification and quantification of substances, thereby enhancing drug analysis and quality control. In collaboration with Tomasz Urbaniak, Pharmacy PhD. Track progress on Github.
A chatbot offering architects legal insights on building codes, leveraging RAG to source from actual regulation PDFs for precise advice. It employs OpenAI API, Langchain, and Pinecone. Learn more on Github.
A team of LLM-based agents designed to enhance and track music production learning experience. Each agent specializes in areas such as drums, music theory, etc. offering personalized learning experiences. This project utilizes AutoGen.
I have extensive knowledge in processing a wide array of data types, including multi and hyper-spectral imagery, point clouds, radar, and geospatial data. I demonstrate experience in sound data and tabular datasets, demonstrating my versatility in working with both structured and unstructured data forms.
I'm proficient in developing computer vision models, including semantic segmentation, classification using CNNs, ViTs, and sklearn, with a focus on Azure cloud infrastructure. Additionally, I've been exploring the application of Large Language Models (LLMs) to augment AI-driven solutions.
I co-authored grant applications, contributing to successful project funding. I actively participated in high-level meetings and strategic decision-making processes. I demonstrated self-management skills while being a team player and shared knowledge with colleagues, contributing to the team's growth.
Passionate about music; played piano and mandolin, ran a music blog, DJed at various events, and starting to explore the art of music production.
Engaged in bouldering for several years, and recently astouned by the profound beauty of rock climbing.
A daily follower of the latest advancements in science and technology, driven by curiosity and a hunger for knowledge.