Feb 25 · 5 min read · I built an employee attrition predictor. Random Forest, 83% accuracy, clean notebooks. Wrapped it in FastAPI, tested it... and it predicted "Stay" for everyone. This is what I learned debugging my way
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Oct 26, 2025 · 1 min read · This was 36 hour hackathon organized by JNNCE Here we got a chance to work on medical related images like BRATS & DRIVE where we analyze this data. BRATS refers to Brain dataset where we segmented the images and trained models to give final output in...
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Oct 13, 2025 · 3 min read · 🧠 Introduction Ever had your senior developer roast your code during review?Now imagine an AI doing that — with sarcasm, wit, and zero filter. Meet RoastMyCode, an AI-powered web app that humorously critiques your code and gives brutally honest feed...
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Oct 10, 2025 · 5 min read · Zbudowałem AI, które tłumaczy Python na C++ i... jest SZYBCIEJ! 🚀 Cześć wszystkim! 👋 Dzisiaj chciałbym Was zabrać w podróż po jednym z moich ostatnich projektów: narzędziu, które wykorzystuje magię sztucznej inteligencji do tłumaczenia kodu z Pytho...
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Oct 6, 2025 · 8 min read · Jak stworzyłem SQL LLM Assistant z pomocą Cursor AI - rewolucja w programowaniu 🌐 Repozytorium GitHub: sql-llm-assistant 🚀 Wstęp Czy kiedykolwiek marzyłeś o tym, żeby móc zapytać swoją bazę danych po polsku: "Jakie mamy promocje na elektronikę?" z...
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Oct 6, 2025 · 20 min read · Gesture and sign recognition is a growing field in computer vision, powering accessibility tools and natural user interfaces. Most beginner projects rely on hand landmarks or small CNNs, but these often miss the bigger picture because gestures are no...
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Oct 2, 2025 · 5 min read · In our supervised learning series, we’ve explored the basics of classification algorithms and covered the concept of logistic regression. Now, let’s move to another popular algorithm: Decision Trees. Decision Trees are widely used in machine learning...
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Aug 3, 2025 · 19 min read · Introduction In Natural Language Processing (NLP), one of the most classic problems is Sentiment Analysis, where the goal is to determine the emotion behind a text. In this project, I address this problem by using the IMDb Movie Reviews dataset aimin...
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Jul 28, 2025 · 7 min read · In this post, I share how I built my first deep learning project—a simple door vs window image classifier—from collecting data to training a model and finally deploying it online with Gradio and Hugging Face Spaces. It was my first time experiencing ...
Join discussionJul 17, 2025 · 4 min read · In Part 1, we built the powerful "brain" of our research system—a team of AI agents capable of planning, searching, and writing. However, running it required executing Python code directly. To make our system truly accessible and user-friendly, we'll...
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