👋 Hi, I’m Bhargav Paneliya
🎯 Aspiring AI/ML Engineer 💻 Python | Machine Learning | Deep Learning | NLP
I build leakage-free, end-to-end machine learning pipelines with realistic evaluation and strong fundamentals.
🔧 Core Skills
Machine Learning: Classification, EDA, Feature Engineering, Model Evaluation (ROC-AUC, F1)
Deep Learning: ANN, CNN, RNN, LSTM (learning GRU & Transformers)
NLP: Text preprocessing, TF-IDF, Sequence modeling
Tools: Python, scikit-learn, XGBoost, TensorFlow, Pandas, NumPy
🧠 ML Practices I Follow
Train–test split before preprocessing
EDA only on training data
Pipeline-based preprocessing (no leakage)
Proper handling of imbalanced data
Model interpretability via feature importance
📊 Problem Domains
Binary classification (rainfall, churn)
Recommendation systems
NLP sequence models
Real-world noisy datasets
📫 Connect
LinkedIn: https://www.linkedin.com/in/bhargav-paneliya-/
GitHub: https://github.com/Bhargav263
⭐ Open to AI/ML internships & entry-level roles.