Looking for a job

Sneha Krishnan

@snehakrishnan

Message

I build machine learning and deep learning models for complex data problems.

India

Message

What I'm looking for

I'm looking for an entry-level data science or machine learning role where I can apply Python, deep learning, and data analysis to complex real-world problems while growing through research and hands-on model development.

I've applied machine learning and deep learning to nonlinear dynamical systems as a Research Assistant at Kerala University of Digital Sciences Innovation and Technology.

I conducted experiments, analyzed model performance, interpreted results, and contributed to research paper writing with faculty.

My projects include a Transformer-based Koopman Autoencoder for forecasting nonlinear PDE dynamics, a 22-layer CNN for biomedical image classification, and an EfficientNet-B3 model for precipitation-cloud classification.

I've also built Q-Learning portfolio optimization, compressed-sensing ECG reconstruction, and CycleGAN image-to-image translation projects using Python, SQL, PyTorch, TensorFlow, and Scikit-learn.

Experience

Work history, roles, and key accomplishments

Research Assistant

Kerala University of Digital Sciences Innovation And Technol

Jan 2026 - May 2026 (4 months)

Applied machine learning and deep learning to nonlinear dynamical systems for linear representations. Conducted experiments, analyzed model performance, and contributed to research paper writing.

Machine Learning Deep Learning Dynamical Systems Python Research Experimentation Data Analysis

Education

Degrees, certifications, and relevant coursework

Kerala University of Digital Sciences Innovation And Technology

Master of Science, Data Analytics and Computational Science

Master of Science in Data Analytics and Computational Science from Kerala University of Digital Sciences Innovation And Technology, completed in 2026.