Amardip Banerjee

About Amardip Banerjee

Machine Learning & Systems Engineer | Quantitative Modeling | Product BuilderI build data-driven systems that combine machine learning, optimization, and product thinking to solve real-world problems.At IIT Kharagpur, I have worked across applied AI, financial modeling, and large-scale decision systems. My work spans deep learning, reinforcement learning, optimization, and full-stack architecture — translating mathematical models into production-grade systems.I have:• Designed and benchmarked EEG-based ML models achieving superior performance under low-data conditions Xplore publication, ICCECE 2024).• Developed quantitative investment frameworks using genetic algorithms and deep learning for multi-year equity backtesting.• Built forecasting–optimization pipelines for maritime logistics integrating probabilistic LSTM models with MILP allocation.• Led engineering teams as CTO, delivering revenue-generating systems for international clients.• Won Gold at Inter IIT Tech Meet for engineering innovation.My core interests lie at the intersection of:• Machine Learning• Quantitative Finance• Business Development• Scalable Product Design• RoboticsI am particularly drawn to high-complexity environments where structured thinking, mathematical modeling, and system design create measurable impact.

Experience

1. Founder

   BinaryFlo

   Jan 2025 — Present · IN

   Building BinaryFlo as the core powerhouse behind a new generation of companies in EdTech, AI, robotics, and finance.

Education

• Jadavpur University

  Bachelor of Engineering - BE, Electronics and Instrumentation Engineering

• Vidyasagar Shishu Niketan

  High School Diploma, Science

• Indian Institute of Technology, Kharagpur

  BTech + MTech Dual Degree, Mechanical Engineering