Python, Deployment, Fine-Tuning, Hyperparameter Tuninng, NLP

Gandharv Digambar Deshmukh

Mumbai, India

Email: **************@*****.*** Mobile: +91-724******* LinkedIn: linkedin.com/in/gandharv-deshmukh-50bb47319 Professional Summary

Machine Learning and Deep Learning focused fresher with strong hands-on experience in Python-based model training, hyperparameter tuning, and fine-tuning. Skilled in building and optimizing deep learning architectures including CNNs, RNNs, LSTMs, and GANs, along with practical NLP implementation. Experienced in deploying ML pipelines using FastAPI, Pydantic, Docker, and Streamlit, with working knowledge of SQL and Generative AI.

Technical Skills

Programming Python, SQL

Machine Learning Supervised, Unsupervised, Reinforcement Learning Deep Learning CNN, RNN, LSTM, GANs, Transformers

NLP Text Preprocessing, Tokenization, NLTK

Frameworks PyTorch, TensorFlow, Scikit-learn

Backend & Deployment FastAPI, Pydantic, Docker

Visualization & Apps Streamlit, Power BI

Concepts Hyperparameter Tuning, Fine-tuning, OOP

Education

MCA (AI/ML) – Chhatrapati Shivaji Maharaj University (CSMU) B.Sc IT – Mumbai University

Projects

Customer Churn Prediction (ML Pipeline): Built a complete machine learning pipeline involving data preprocessing, feature engineering, model selection, and hyperparameter tuning to predict customer churn. Deployed the solution using FastAPI and Pydantic with a Streamlit frontend for real-time predictions. Plant Disease Classification: Fine-tuned a MobileNetV2 deep learning model for plant disease classification, focusing on accuracy improvement and generalization. Containerized the application using Docker and deployed it as a Streamlit-based web application. IPL Data Analysis: Performed data cleaning, preprocessing, and exploratory data analysis on IPL datasets to extract meaningful insights. Designed interactive Power BI dashboards to visualize team performance, player statistics, and match trends. Certifications

Python Data Science SQL Power BI Machine Learning Deep Learning Generative AI — AI Adventures