Open to opportunities

Dnyanda Sarnobat

@dnyandasarnobat

Message

I build data analysis and machine learning projects using Python, SQL, and visualization tools.

India

Message

What I'm looking for

I'm seeking an entry-level opportunity where I can apply programming, data analysis, and machine learning skills, keep learning, and contribute to organizational growth.

I've analyzed educational multimodal data with IIT Bombay's Centre for Educational Technology, helping build sentiment classifiers from EEG, GSR, facial-action, and self-report data. I prepared data, extracted features, and evaluated Random Forest, SVM, LSTM, and Transformer models using Python, TensorFlow, PyTorch, and Scikit-learn.

I've also designed a normalized e-commerce database in MySQL and built SQL analyses for revenue, customers, products, and orders. My projects include Twitter sentiment classification using TF-IDF, Logistic Regression, Naive Bayes, and Tweepy, alongside ongoing learning in data analytics and business intelligence.

Experience

Work history, roles, and key accomplishments

EdTech Internship Program – Track 1: Educational Data Analysis

Centre for Educational Technology, IIT Bombay & EdTech Socie

Jun 2025 - Oct 2025 (4 months)

Worked as part of a 4-member team on the project 'Multimodal Sentiment Analysis', classifying human emotions using EEG, GSR, Facial Action Units, and Self-Report data. Performed data preprocessing and built machine learning and deep learning models including Random Forest, SVM, LSTM, and Transformer.