Prathmesh D.

Key Skills

Freelancer Overview

Prathmesh Dandge Strong experience in data preprocessing, feature engineering, feature transformation, and model optimization for real-world ML problems. [email protected] 7057004992 Akola,India SUMMARY AI/ML Deep Learning •Information Technology engineering student with strong practical exposure to Machine Learning and Deep learning • Gained technical knowledge and communication skills while promoting technologies like keras and TensorFlow to peers. • Experienced in building ANN, CNN, and LSTM models, handling overfitting issues, applying transfer learning, and using NLP techniques to solve real-world problems. EDUCATION Shri Santa Gajanan Maharaj College Of Enginnering B.E (IT) Pursuing - 8.36 CGPA Sept 2023 - Sept 2027 PROJECTS Customer Churn Prediction using ANN (Telecom Domain) Developed an ANN-based classification model to predict customer churn. Identified and resolved Performed feature engineering including handling missing values, encoding categorical variables, and creating derived features. Applied feature transformation techniques such as normalization and standardization to improve model convergence. Conducted exploratory data analysis (EDA) to identify feature relationships and important predictors. Built and trained an ANN model, reducing overfitting using regularization and architecture tuning. Plant Disease Detection using CNN & Transfer Learning Implemented a CNN-based plant disease classification system. Applied data augmentation, transfer learning,