Open to opportunities

Lavanya Yandapalli

@lavanyayandapalli

I'm an AI and machine learning student building quantum-enhanced prediction models and practical generative AI applications.

India

Message

What I'm looking for

I'm looking for opportunities to build scalable, responsible AI solutions, apply machine learning and generative AI to real-world optimization problems, and grow through hands-on research and end-to-end model development.

I've built battery capacity prediction models at NIT Andhra Pradesh using RNN, LSTM, and xLSTM, and developed BankBot AI during an Infosys Springboard internship to automate banking FAQs with Python and NLP.

My work spans hybrid quantum-classical reinforcement learning for FTSE100 prediction, where I achieved up to 10% higher accuracy than classical baselines, as well as computer vision and AI interview platforms. I'm motivated to build scalable, responsible AI solutions for practical optimization and decision-making problems.

Experience

Work history, roles, and key accomplishments

Research Intern

NIT Andhra Pradesh

Jun 2025 - Present (1 year 3 months)

Built battery capacity prediction models using RNN, LSTM, and xLSTM on the Oxford dataset. Conducted data preprocessing, trend decomposition, and performance evaluation (MAE, RMSE).

RNN XLSTM data preprocessing Performance Evaluation MAE