Aswathy Balan

Worked on developing AI-powered business solutions using Amazon Bedrock, QuickSight, and Terraform, focused on:
• Building LLM-based chat agents and enhancing model responses using prompt engineering.
• Creating business dashboards and automating AWS cloud infrastructure using Terraform.
• Integrating AI services and supporting deployment, testing, and workflow automation tasks.

Worked on Website development and maintenance.

I have been working as an AI Intern at RBG.AI, where I contributed to projects involving ocr data extraction and speech to text models. My responsibilities included data collection, preprocessing, data analysis, and handling large datasets, ensuring data readiness for machine learning pipelines. I have also gained strong experience in implementing and testing models, optimizing workflows, and extracting meaningful insights from unstructured documents.

• Analyzed customer support data from Twitter using SQL, Pandas, and to company response levels.
• cleaned, and visualized large datasets from Kaggle, and transformed CSV files into Pandas dataframes
for deeper insights.
• Applied SQL queries to perform data analysis and presented findings using data visualization tools like Grafana.
• Developed problem-solving skills by identifying patterns and trends in the data.
Image classification Deep
• car images Convolutional Neural Networks, Batch Normalization Dropout layers
• freezing optimal
• performance F1-score
across different car categories.
• Python, TensorFlow, Keras.
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