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MoveFastAndBreakThings-dot/README.md

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🎓 First-year Engineering Student @ University of Alberta
🤖 AI/ML Engineering and Research | Entrepreneurship/Building | Content Creation for distribution
🧠 Passionate about Research, Systems, Algorithms, Startups, Finance, Content Creation

🔭 About Me

  • 🧠 I’m currently focused on AI/ML/RL and its integration with software engineering to make cool stuff
  • 🎥 Creating content blending comedy + tech to reach, educate and build a personal brand
  • 📚 Self-learning through courses, youtube videos and projects
  • 💬 I love connecting with people who are into similar things like me

🛠️ Technologies/Languages 📄

⚡ Personal Projects for fun, learning and of course to show that I am skilled!

Project Description Stack
🖋️ MNIST from Scratch Implemented a digit‑recognition neural network entirely in NumPy to demystify NN internals NumPy · Pandas
❤️ Heart Disease Predictor Classifies heart‑disease risk from clinical factors Pandas · NumPy · Scikit‑learn · Matplotlib · Seaborn
❓ Quora Question Similarity Detects duplicate questions via NLP features + classical ML NLTK · Scikit‑learn · Pandas
📝 BERT Sentiment Analyzer Scraped reviews and fine‑tuned BERT for sentiment classification BeautifulSoup · PyTorch / Transformers
🎮 Grid‑World DQN Solved a 3 × 3 grid world with a Deep Q‑Network NumPy · PyTorch
🎬 Movie Recommender Hybrid content + collaborative filtering movie engine Pandas · Scikit‑learn · NumPy
📄 DocDigest Full‑stack doc‑summarization SaaS with CI/CD & containers React + TS · Tailwind CSS . Node.js · FastAPI · Docker · GitHub Actions
🏹 CartPole DQN Agent Balanced pole in OpenAI Gym with ε‑greedy DQN PyTorch · OpenAI Gym
🔍 Context Summarizer Extracts context from chats & docs React · FastAPI · Hugging Face
🤖 Spam Classifier SMS spam/ham ML pipeline Scikit‑learn · Pandas
🎥 Comedy + Tech Shorts Creating viral YouTube & IG tech‑comedy content DaVinci Resolve · Python
📦 Dockerized Apps Containerized, deployable AI micro‑services Docker · GitHub Actions

🤝 Let's Connect!

🎯 “Make tech fun. Make real impact.”

Popular repositories Loading

  1. Diabetes_prediction_improve Diabetes_prediction_improve Public

    In this code I have taken this from a random source and tried to improve the accuracy of the model in order to practice Machine learning

    Python

  2. MNIST-from-scratch-using-just-numpy MNIST-from-scratch-using-just-numpy Public

    Simple Neural Network using NumPy to classify digits from the MNIST dataset.

    Jupyter Notebook

  3. Predicting-a-heart-disease-using-ML-Classification- Predicting-a-heart-disease-using-ML-Classification- Public

    Jupyter Notebook

  4. Quora-Question-Similarity-detection Quora-Question-Similarity-detection Public

    This project uses machine learning algorithms to detect duplicate Quora question pairs. Leveraging NLP preprocessing techniques, I formatted the dataset for optimal algorithm performance. Using the…

    Jupyter Notebook

  5. Sentimeter Sentimeter Public

    Learning and applying a BERT model especially for sentiment analysis on reviews and then turned it into a web interface

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  6. Recommendation-project Recommendation-project Public

    Thought of trying something out of ML and made this project

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