Somya Jain

About

B.Tech AI & ML student with hands-on experience in Python, Machine Learning, Data Analysis, and predictive modeling through academic and personal projects. Familiar with data preprocessing, supervised learning algorithms, model evaluation, Pandas, NumPy, and Scikit-learn. Looking for a remote internship opportunity in Machine Learning, Data Science, or Python where I can apply my skills and gain practical industry experience.

Education

• B.Tech / B.E.
  Shri Vaishnav Vidyapeeth Vishwavidyalaya
  Artificial Intelligence & Machine Learning · Aug 2024

Skills

• SQL
• Data Analysis
• Data Preprocessing
• Python
• Machine Learning
• Model Evaluation
• NumPy
• Pandas
• scikit-learn
• TensorFlow
• Keras

Projects

• Car Price Prediction
  Python, Machine Learning

  Machine learning model to predict car prices using real-world tabular data. Included data preprocessing, categorical encoding, model training and evaluation, comparison of Linear Regression, Polynomial Regression, Decision Tree, and Random Forest, plus hyperparameter tuning.

• KhetSetu – Smart Farming Application
  EfficientNetB0, TensorFlow, Keras

  AI-based smart farming application with crop disease detection and farmer-focused features. Built a plant disease classification workflow using transfer learning, image preprocessing, model prediction, confidence scores, and disease recommendations.