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SahilSharma1306/README.md

👋 Hi, I'm Sahil Sharma

🎓 B.E. in Instrumentation and Electronics Engineering (Jadavpur University, 2027)
🎯 Aspiring Machine Learning Engineer | Passionate about Data Science & Deep Learning
📌 Currently building projects & aiming for ML internships at top tech companies

💻 Technical Skills

  • Languages: Python, Java, MATLAB
  • Libraries & Frameworks: NumPy, Pandas, Scikit-learn, TensorFlow, Keras
  • Tools: Git, Jupyter, VS Code, Linux (CLI & Bash)
  • Visualization: Matplotlib, Seaborn, Plotly
  • Core Areas: Data Analysis, Machine Learning, Deep Learning, DSA

🚀 Projects

🧠 Employee Turnover Prediction & Retention Analysis

Tech: Python, Scikit-learn, SMOTE, GridSearchCV

  • Built classification models to identify key attrition factors (e.g., workload, salary)
  • Achieved 97% accuracy using a tuned Random Forest model
  • Proposed retention strategies using model insights

🖼️ Image Classification with CNN (CIFAR-10)

Tech: TensorFlow/Keras, CNN, Hyperparameter Tuning

  • Built and tuned a CNN achieving 63.5% accuracy on test set
  • Used data augmentation, Dropout, and Conv2D layers to improve generalization

📜 Certifications

  • 📘 Coursera: Mathematics for Machine Learning and Data Science – Andrew Ng (3-course series)
  • 🧠 NPTEL: Data Structures and Algorithms (Java) – IIT KGP (Elite-Silver, 76%)
  • 📊 NPTEL: Introduction to ML – IIT M (Elite-Top 5%, 70%)

📫 Let's Connect!

⚡ Fun Fact

I'm passionate about blending core electronics knowledge with modern AI systems — working on hybrid projects soon!

Popular repositories Loading

  1. SAHIL_ML SAHIL_ML Public

  2. SahilSharma1306 SahilSharma1306 Public

    Jupyter Notebook

  3. IBMZDatathon IBMZDatathon Public

    ADHD affects focus, impulse control, and emotions, impacting 5–7% of children and 5% of adults. Diagnosis is often delayed and inconsistent due to reliance on self-reports and clinical interviews.O…

    Jupyter Notebook

  4. transformer-from-scratch transformer-from-scratch Public

    Transformer implemented from scratch using PyTorch with Distributed Training, Mixed Precision, and Rotary Positional Embeddings

    Python

  5. versatile-systolic-array versatile-systolic-array Public

    Verilog RTL implementation of the VERSA reconfigurable systolic array with dense and sparse computation modes

    Verilog