About Me

Portrait of Sarvesh Rathod

I am a Computer Engineering undergraduate at Vishwakarma Institute of Technology, Pune, passionate about machine learning engineering and scientific research. My interests lie at the intersection of deep learning and scientific computing, with a particular focus on computer vision and physics-informed approaches to real-world problems.

I enjoy building robust, end-to-end ML systems from experimentation and model design to scalable, reproducible deployment. I work primarily with PyTorch, TensorFlow, Hugging Face Transformers, and Scikit-learn, and have hands-on experience with architectures including Vision Transformers, CNNs, Masked Autoencoders, and Physics-Informed Neural Networks.

I am driven by the challenge of applying rigorous machine learning methods to open scientific problems, and I am actively seeking research internship opportunities to contribute meaningfully and grow under expert guidance.

Academic

Vishwakarma Institute of Technology, Pune, Maharashtra
Bachelor of Technology in Computer Engineering (2024-2028)
CGPA: 9.03

Skills

Programming

Python, C/C++, SQL

Machine Learning

Scikit-learn, Supervised and Unsupervised Learning, Representation Learning, Model Evaluation, Cross-Validation, Hyperparameter Tuning

Deep Learning

PyTorch, CNNs, ResNet, Vision Transformers (ViT), Masked Autoencoders (MAE), Transfer Learning, Super-Resolution, Physics-Informed Neural Networks (PINNs)

Scientific Computing

NumPy, Pandas, Matplotlib, Statistical Analysis

Tools and Systems

Git, Github, Docker, Linux, REST APIs, SQLite, MQTT

Mathematics

Linear Algebra, Probability and Statistics, Multivariable Calculus

Certificates