Hi,

My name is

Filip Strózik

Hero

About me

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Regular Fullstack developer with strong expertise in .NET Core and Angular (3+ years). Passionate about building scalable web applications and delivering high-quality code. Artificial Intelligence enthusiast with a focus on machine learning and data analysis - passionate about Gen AI in Audio.

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Education

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Bachelor's degree
Applied Computer Science
Wrocław University of Science and Technology 15.01.2024

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Master's degree
Artificial Intelligence
Wrocław University of Science and Technology 16.07.2025

Experience

Junior Fullstack Developer (.NET + Angular)

Alfa-Net, 01.2023 - 09.2024

Short description of your responsibilities and achievements.

Fullstack Developer (.NET + Angular)

Alfa-Net, 10.2024 - 08.2025

Short description of your responsibilities and achievements.

ML Engineer, Data Scientist

OAI Poland, 2Q 2025

Preparation of one of the final tasks for the artificial intelligence olympiad in Poland 2025

Projects

Mini Support Ticket System

Simple support ticket system, CRUD implementation.

Backend

.NET Core 9 Entity Framework C# xUnit

Frontend

Angular 20 TypeScript HTML SCSS Angular Material

ToDo App / Kanban Board

Angular and .NET application to handle todo items on boards with user management and task filtering.

Backend

.NET Core C# Entity Framework SQL Server

Frontend

Angular TypeScript HTML CSS Angular Material

Hackathon Winner Implementation for ARD

2nd place BeeARD x Science 2025 hackathon with Google in Wrocław. Co-authored AI research platform with API integrations for OpenAI agent tools. Multi-Agent System for Collaborative Research

AI

OpenAI API - OpenAI Agents Agent Tools Knowledge Graphs Hypothesis Generation

AIxposure - AI Content Detector

Background-running mobile application that detects AI-generated content and deepfakes using RADAR and ORGANIKA models.

Technologies

Python Tesseract OCR OpenCV Tkinter

Models

RADAR ORGANIKA SDXL Screenshot Analysis

Sound Cluster - Audio Visualization

Interactive audio analysis and visualization tool with 2D PCA clustering for music production applications.

Backend

Python Librosa Scikit-learn Pandas NumPy

Frontend

Dash Plotly PCA Clustering Audio Processing

Polwro MLOps Pipeline

Complete MLOps pipeline for scraping, processing, and exposing trained models from Polwro forum reviews.

Infrastructure

Docker Docker Compose Apache Spark MongoDB Redis RabbitMQ

Data & ML

Python Scrapy Celery HerBERT PySpark

Monitoring

Prometheus Grafana Redash

SV-Eval - Speaker Verification (Master Thesis Experiments)

Processing pipeline for evaluating the impact of noise on voice authentication using multiple speaker verification models.

Technology

Python PyTorch Lightning Jupyter Notebook

Libraries

Wespeaker Pandas Matplotlib Huggingface Librosa Speechbrain

Models

ECAPA-TDNN CAM++ ReDimNet

Datasets

VoxCeleb1 VoxCeleb2 MS-SNSD MUSAN

Satellite Trees Detection

Web scraping of satellite data, creation of custom datasets, and training Eclipse-RCNN model for tree detection on satellite images.

Computer Vision

Python Eclipse-RCNN Object Detection Satellite Imagery Custom Dataset

Data Processing

Web Scraping Spatial Data Image Processing

Published Hugging Face Datasets

Satellite Trees Wrocław 2022 Satellite Trees Wrocław 2024

FileOrganizer - Desktop Automation Tool

Python file organizer desktop application with GUI for automating file management with deep directory scanning and undo functionality.

Desktop App

Python Tkinter GUI Application File System Management Desktop Automation

Skills

Languages

TypeScript JavaScript HTML C# Python

Frameworks

Angular Django Flask

Tools

Git Docker Webpack

Achievements

Hackathon Finalist - 2nd Place

Finalist in BeeARD x Science Hackathon 2025.