Experience

Stanford King Center on Global Development

• United States
• Higher Education
• 1 - 100 Employee

• Research Assistant at Human Trafficking Data Lab

  • Jun 2023 - Present

  I built custom classifier architectures on top of existing LLMs using PyTorch to be fine-tuned on confidential text and location data for use within Brazil’s Federal Prosecution Office (MPF). Additionally, I prototyped a system of differential privacy for free text that prompts GPT-4 with statistics and data from one dataset of text to generate another synthetic dataset. I also built a classifier to test whether the synthetic dataset retained predictive ability. I built custom classifier architectures on top of existing LLMs using PyTorch to be fine-tuned on confidential text and location data for use within Brazil’s Federal Prosecution Office (MPF). Additionally, I prototyped a system of differential privacy for free text that prompts GPT-4 with statistics and data from one dataset of text to generate another synthetic dataset. I also built a classifier to test whether the synthetic dataset retained predictive ability.



Amazon

• Bangladesh
• Advertising Services
• 1 - 100 Employee

• Software Engineer Intern

  • Jun 2022 - Sep 2022

  I designed and created an internal tool for my cybersecurity team to manage internal data by utilizing the AWS suite of services (S3, Lambda, CloudFront, APIGW, etc.) to create a website with a frontend using ReactJS, and a backend in TypeScript. I designed and created an internal tool for my cybersecurity team to manage internal data by utilizing the AWS suite of services (S3, Lambda, CloudFront, APIGW, etc.) to create a website with a frontend using ReactJS, and a backend in TypeScript.



Stanford University

• United States
• Higher Education
• 700 & Above Employee

• Research Assistant

  • Jun 2021 - Jun 2022

  I worked at the Covert Lab to help develop a whole cell computational model of E. coli. I worked at the Covert Lab to help develop a whole cell computational model of E. coli.