Jan 2020 – Jan 2020 · 0 mo

• Utilized TensorFlow Datasets to load the IMDB movie reviews dataset.
• Examined a batch of training data to understand its structure and content, which includes the format and type of the reviews and labels.
• Integrated the "GNews Swivel" 20-dimensional text embedding from TensorFlow Hub.
• Incorporated the embedding layer into a Keras Sequential model to transform text data into feature vectors for further processing.
• Model architecture is Sequential Neural Network.
• Used the Adam optimizer and binary cross-entropy loss function for compiling the model, which are suitable for binary classification tasks.
• Tracked accuracy and loss metrics over multiple epochs to monitor the model's performance and make adjustments as needed.
• Evaluated the trained model on the test dataset to measure its accuracy in classifying movie review.

Jan 2018 – Jan 2020 · 2 yrs

• Head Boy and Student Co-Ordinator for the years 2020 and 2018 respectively.
• School Representative in the LEAD ON event at Tagore International School in 2019.
• Won the Nishit Saran’s Luminary of the Year award in 2019.
• Won the National/Command/Cluster level AWES Quizzes held at moder school in 2019.
• Won silver medal in volleyball at district level in 2015.