Founded Helwa AI; designed a feature extraction pipeline to preprocess and organize financial datasets from 100+ stocks, preparing inputs for neural network training. Developing ML models using Conv1D, Dense layers, Focal Loss, and MultiHeadAttention, achieving a 42% accuracy improvement.

Software Engineer Intern at Righton Education

January 1, 2024 - Present

Built an AI-powered question generator that produces questions, explanations, distractor answers, and CCSS-aligned content based on grade-level standards by leveraging OpenAI for automated content generation. Developed a user sign-up page by modifying GraphQL schemas, auto-generating queries with AWS Amplify, and creating REST APIs to store user data in DynamoDB. Integrated AWS Cognito for email authentication, securing account data, and reducing unauthorized access incidents by 100 percent. Enabled Google OAuth sign-ups by retrieving user emails from Cognito, securely storing ID images in AWS S3, and automating profile creation in DynamoDB.

ML Engineer Intern at Motate

February 1, 2025 - April 30, 2025

Utilized Terraform to define and provision AWS DynamoDB tables, including configuring primary keys, secondary indexes, and read/write capacities for all tables. Developed an Amazon SageMaker async endpoint for ML model-based voice synthesis, enabling efficient and scalable processing for text-to-speech operation. Implemented AWS S3 integration to automatically store synthesized audio files, enabling scalable cloud-based speech processing. Built a FastAPI-based REST API for synthesizing speech, handling requests, and streaming audio responses.