Bidisha Mondal

About Bidisha Mondal

I am a software engineer with a strong foundation in computer science and over six years of industry experience, building scalable, robust, and intuitive web applications that solve real-world problems.At Amazon, I worked on large-scale ad targeting systems for social media, implementing LLM-based product scoring that improved ad candidate precision by 18% and enabled near real-time campaign delivery across Meta, Pinterest, X, and Reddit.At Intuit, I led a workflow UI overhaul, delivered three AI-centric features, secured two patents, and built a versatile backend framework with Spring. I developed 15+ reusable UI components, integrated AI-driven workflow recommendations, and applied ML to predict payment defaults.Proficient in Java, JavaScript, React, Python, and TensorFlow, I am passionate about driving innovation and delivering high-impact software solutions.Github - https://github.com/mondalbidisha

Experience

1. Software Development Engineer

   Amazon

   Jun 2025 — Present · Seattle, WA, US

   Engineered large-scale ad targeting systems using LLM prompt-based scoring, improving product selection precision by 18% and reducing low-performing ad candidates across social media platforms.* Built a scalable data pipeline filtering millions of products daily with complex filter criteria, increasing high-quality ad candidates by 22% and accelerating downstream delivery.* Designed scalable backend systems for processing millions of product records and campaigns per day, enabling near real-time ad generation and improving campaign delivery efficiency by 15% across Meta, Pinterest, X, and Reddit.

Education

• Manipal Institute of Technology

  Bachelor of Technology - BTech, Computer Science

• Syracuse University College of Engineering and Computer Science

  Master of Science - MS, Computer Science