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Co-Founder / CTO

APPI

Leading AI-driven projects focused on Retrieval-Augmented Generation (RAG) and deploying NLP models for the construction and architecture industries.

• Developed internal tools using FastAPI
• Led multi-container deployment on Docker
• Integrated GPT models into web apps

Working Student / ML Engineer / Software Developer

Nokia

Worked on Kubernetes pod autoscaling using RL models, developed NLP-based applications, and contributed to CI/CD pipelines using Jenkins.

• Designed and deployed RL (DDQN) model
• Used TensorFlow, LangChain, Pinecone for NLP solutions
• Managed Jenkins CI/CD pipeline

Bachelor’s Degree

Warsaw University of Technology

Data Science

• Calculus II
• Theory of Probability
• Statistics
• Algorithms
• ML
• Data Visualization
• Databases

APPI Synapse

An internal tool for information retrieval using RAG techniques, developed for the architecture and construction industries.

• Integrated React, FastAPI, and MongoDB
• Leveraged LlamaIndex and LangChain for document processing

APPI Marketplace

AI-driven expert marketplace web app with fine-tuned GPT models for context-based responses and knowledge discovery.

• Built GPT-based expert system
• Deployed with FastAPI and Docker

Terrain Segmentation Models

Developed terrain segmentation models for the CanSat competition using PyTorch and transfer learning with ResNet12.

CanSat Finalist

CanSat

Finalist in the CanSat competition for developing terrain segmentation models using PyTorch.