− Developed a smart voice assistant for home automation, enhancing user experience by 50% through NLU tools like Dialogflow and fine-tuning large language models like BERT. − Built a customer relationship SVM model, providing precise sales forecasts crucial for strategic decision-making, increasing the sales targets by 18%. − Created an Alexa Skill for smart home automation, enhancing product compatibility with Alexa devices and improving user experience.

− Utilized Scikit-Learn, TensorFlow, and Keras to build machine learning models, including random forest for Fake News Classification and Convolutional Neural Networks for Brain Tumour Detection. − Collaborated with cross-functional teams to gain exposure to various departments and actively contributed to team meetings and projects.