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Kaggle Workbooks Repository

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Muhammad Ibrahim Qasmi

Community, Consistency & Commitment

Kaggle Code Kaggle Profile GitHub Stars GitHub Forks


About

This repo mirrors my public Kaggle notebooks and keeps them in one clean, versioned place.

What you will find here:

  • End to end EDA and storytelling notebooks
  • ML baselines to strong solutions (tabular + competitions)
  • Deep Learning projects in Computer Vision and NLP
  • LLM experiments and practical inference techniques

Main hub (all notebooks):


Quick Navigation

  • Data Analysis and EDA
  • Computer Vision
  • NLP
  • LLM and Transformers
  • Time Series and Finance
  • Machine Learning and Tabular

Tip: For the newest work first, open the Kaggle link above and sort by “Updated”.


Gallery Categories Covered

Data Analysis, EDA, Machine Learning, Deep Learning, Computer Vision, NLP, CNN, RNN, Transformers, LLM, Fine-tuning, Time Series, Tabular Data, Image Classification, Kaggle Competition

Planned next:

  • Optuna Tuning
  • Object Detection

Project Index

Each row has a Kaggle link and the matching notebook file in this repo.

Data Analysis and EDA

Notebook Kaggle GitHub
Amazon Sales Dataset EDA https://www.kaggle.com/code/ibrahimqasimi/amazon-sales-dataset-eda Open
Amazon Sales 2025 Complete EDA + ML Models 95% Acc https://www.kaggle.com/code/ibrahimqasimi/amazon-sales-2025-complete-eda-ml-models-95-acc Open
Netflix Content Intelligence | Global Analytics https://www.kaggle.com/code/ibrahimqasimi/netflix-content-intelligence-global-analytics Open
Spotify vs Our AI: Who wins? | EDA | ML https://www.kaggle.com/code/ibrahimqasimi/spotify-vs-our-ai-who-wins-eda-ml Open
Exploring Data Science Jobs in 2024 | EDA https://www.kaggle.com/code/ibrahimqasimi/exploring-data-science-jobs-in-2024-eda Open
Deciphering Obesity Trends | EDA https://www.kaggle.com/code/ibrahimqasimi/deciphering-obesity-trends-eda Open
Ibuprofen | Adverse Drug Events Analysis https://www.kaggle.com/code/ibrahimqasimi/ibuprofen-adverse-drug-events-analysis Open
ICC Women's Cricket World Cup 2025 | Congrats India https://www.kaggle.com/code/ibrahimqasimi/icc-women-s-cricket-world-cup-2025-congrats-india Open
Unreal Engine | Analysis From Past to Future https://www.kaggle.com/code/ibrahimqasimi/unreal-engine-analysis-from-past-to-future Open
Venezuela: Resource Dependency & Economic Evolution https://www.kaggle.com/code/ibrahimqasimi/venezuela-resource-dependency-economic-evolution Open

Computer Vision

Notebook Kaggle GitHub
Eye Disease (MobileNetV2) https://www.kaggle.com/code/ibrahimqasimi/eye-disease-mobilenetv2-model Open
Advanced Potato Disease Detection | EfficientNetB3 https://www.kaggle.com/code/ibrahimqasimi/advanced-potato-disease-detection-efficientnetb3 Open
Cassava Leaf Disease Detection https://www.kaggle.com/code/ibrahimqasimi/cassava-leaf-disease-detection-deep-learning Open
Tomato Leaf Disease | MobileNetV2 https://www.kaggle.com/code/ibrahimqasimi/tomato-leaf-disease-mobilenetv2-93-8 Open
Flower Classification with MobileNet https://www.kaggle.com/code/ibrahimqasimi/flower-classification-with-mobilenet-acc-94 Open
MNIST Digit Recognition https://www.kaggle.com/code/ibrahimqasimi/mnist-digit-recognition-cnn-deep-learning Open
Advanced CNN | Cats vs Dogs https://www.kaggle.com/code/ibrahimqasimi/advanced-cnn-cats-vs-dogs-94-8-dl Open
Paddy Disease Classify | Transformer https://www.kaggle.com/code/ibrahimqasimi/paddy-disease-classify-agriculture-transformer Open
Polyp Segmentation | UNeT + ResNet https://www.kaggle.com/code/ibrahimqasimi/polyp-segmentation-unet-resnet-custom Open
Sign Language | ASL | CNN https://www.kaggle.com/code/ibrahimqasimi/sign-language-asl-cnn-simple-solution Open
Face Mask Detect by CNN 98.4% https://www.kaggle.com/code/ibrahimqasimi/face-mask-detect-by-cnn-98-4 Open
Fruits 360 Classified by ResNet 99.99% https://www.kaggle.com/code/ibrahimqasimi/fruits-360-classified-by-resnet-acc-99-99 Open

NLP

Notebook Kaggle GitHub
Sentiment Analysis | LSTM 96% https://www.kaggle.com/code/ibrahimqasimi/sentiment-analysis-lstm-accuracy-96 Open
Emotions Analysis | BiGRU 94% https://www.kaggle.com/code/ibrahimqasimi/emotions-analysis-bigru-accuracy-94 Open
Email Spam Detection (NLP Classification) https://www.kaggle.com/code/ibrahimqasimi/ml-for-email-spam-detection-nlp-classification Open
IMDb 50K Reviews Cleaning Tutorial https://www.kaggle.com/code/ibrahimqasimi/imdb-50k-reviews-cleaning-tutorial-beginner-level Open
DistilBERT Fine Tuning on IMDb 50K https://www.kaggle.com/code/ibrahimqasimi/distilbert-fine-tuning-on-imdb-50k-nlp-tutorial Open
20K WhatsApp Chat NLP Analysis https://www.kaggle.com/code/ibrahimqasimi/20k-whatsapp-chat-nlp-analysis-btaji Open
Social Media Extremism Detection (Top 5%) https://www.kaggle.com/code/ibrahimqasimi/social-media-extremism-detection-top-5-sol Open
Learning Agency Lab LGBM TFID Mastery https://www.kaggle.com/code/ibrahimqasimi/learning-agency-lab-lgbm-tfid-mastery Open
Plagiarism Detector with LSTM https://www.kaggle.com/code/ibrahimqasimi/plagiarism-detector-with-lstm Open

LLM and Transformers

Notebook Kaggle GitHub
Kaggle Mastery: Summarize Kaggle solution write up https://www.kaggle.com/code/ibrahimqasimi/kaggle-mastery-summarize-kaggle-solution-write-up Open
Steering an LLM at inference (SAE feature vectors) https://www.kaggle.com/code/ibrahimqasimi/steering-an-llm-at-inference-sae-feature-vectors Open

Time Series and Finance

Notebook Kaggle GitHub
Amazon Stocks Data Analysis https://www.kaggle.com/code/ibrahimqasimi/amazon-stocks-data-analysis Open
NVIDIA Multi Timeframe Stock Analysis 1999 to 2025 https://www.kaggle.com/code/ibrahimqasimi/nvidia-multi-timeframe-stock-analysis-1999-2025 Open

Machine Learning and Tabular

Notebook Kaggle GitHub
Telco Customer Churn 97% Acc https://www.kaggle.com/code/ibrahimqasimi/telco-customer-churn-97-acc Open
SuperStore Sales Profit Discount Predict https://www.kaggle.com/code/ibrahimqasimi/superstore-sales-profit-discount-predict Open
Diabetes + Hypertension Predict 97% https://www.kaggle.com/code/ibrahimqasimi/diabetes-hypertension-predict-acc-97 Open
BreastCancer LogisticRegression PCA 98% https://www.kaggle.com/code/ibrahimqasimi/breastcancer-logisticregression-pca-98-acc Open
Water Quality (Potability) https://www.kaggle.com/code/ibrahimqasimi/water-quality-potability Open
Heart Disease Prediction by Danish https://www.kaggle.com/code/ibrahimqasimi/heart-disease-prediction-by-danish Open
Predicting Student Test Scores (LGBM, NN) https://www.kaggle.com/code/ibrahimqasimi/predicting-student-test-scores-lgbm-nn Open
House Price Predictions https://www.kaggle.com/code/ibrahimqasimi/house-price-predictions-eda-modelling Open
Bank Churn Prediction https://www.kaggle.com/code/ibrahimqasimi/unlocking-bank-churn-secrets-eda-modelling Open
Credit Card Approval Prediction https://www.kaggle.com/code/ibrahimqasimi/credit-card-approval-prediction Open
Titanic Survival Prediction https://www.kaggle.com/code/ibrahimqasimi/titanic-survival-prediction-beginner-friendly Open
Iris ML 100% Random Forest https://www.kaggle.com/code/ibrahimqasimi/iris-ml-100-with-random-forest Open
Abalone Age Regression Forecast https://www.kaggle.com/code/ibrahimqasimi/shell-clock-abalone-age-regression-forecast Open
Road Accident Risk RMSE Optimization https://www.kaggle.com/code/ibrahimqasimi/predicting-road-accident-risk-rmse-optimization Open
Predicting Wine Quality with AI https://www.kaggle.com/code/ibrahimqasimi/predicting-wine-quality-with-ai Open
Wine Chemistry to Quality ML Guide https://www.kaggle.com/code/ibrahimqasimi/wine-chemistry-to-quality-ml-guide Open
PS4E11 Mental Health Data CatBoost https://www.kaggle.com/code/ibrahimqasimi/ps4e11-mental-health-data-catboost Open
Mercor Cheating Detection https://www.kaggle.com/code/ibrahimqasimi/mercor-cheating-detection Open

Bonus Notebook

Notebook Kaggle GitHub
FINAL Heart Disease Prediction https://www.kaggle.com/code/ibrahimqasimi/final-heart-disease-prediction-me Open

Collaboration and Credits

A lot of this work was not done in isolation.

Across multiple notebooks, I have worked with different teammates and contributors. You can see this directly on Kaggle in the notebook “Authors” and “Editors” section. In some projects I am the main author, in others I contributed as an editor or co author.

Thanks to everyone who collaborated with me, reviewed ideas, improved code, shared feedback, or helped refine the final notebook.

If you were a collaborator and I missed your name here, message me and I will add you properly.


Contact

Kaggle LinkedIn GitHub


Support

If these notebooks help you, please star the repo. It helps more learners discover the work.

Last Updated: January 2026