Madan Dabbeeru

Building Video Analytics Agents @edge devices | Founder @eizen | PhD in Cognitive Robotics | Evolutionary Algorithms | Multi-Agent RL

Role
Founder at Eizen
Location
Palo Alto, CA, US
LinkedIn followers
500 followers
General Business & ManagementView LinkedIn profile

About Madan Dabbeeru

With over 18 years of experience in artificial intelligence, machine learning, and data science, I am a passionate and visionary leader who believes in creating general artificial intelligence that can think and act like humans. I am the founder of Eizen, a startup that aims to build an autonomous AI system that can generate a family of AI models to solve any business problem related to video data. At Eizen, I lead the development of AI-generating algorithm (AI-GA), which autonomously learns and evolves based on the learning environments. This is a novel and groundbreaking approach that challenges the traditional and manual methods of building machine learning models. I also leverage my expertise in computer vision, natural language processing, customer sciences, and cancer research to create innovative and impactful solutions for various domains and industries. I have multiple patents and publications in these fields, and I enjoy collaborating with other researchers and experts to advance the state of the art in AI.

Experience

  1. Founder

    Eizen

    Oct 2022 — Present · Bengaluru, IN

    Creation of general artificial intelligence, meaning that an ai system which can think and act similar to any human way of thinking and acting. To attain this,the traditional/manual approaches, where we build the machine learning models and trying to prove machines are intelligent may not be a right approach, in my opinion.Eizen adopts AI-generating algorithm (AI-GA) which autonomously learns and evolves based on the learning environments. Also, it is observed that a family of neural architectures can generalise much better than a single neural architecture. We build eizen, an autonomous ai system which can generate family of ai models to solve any business problem related to video data.

Education

  • Indian Institute of Technology, Kanpur

    PhD, Artificial Intelligence in Design, Robotics

    2003 — 2009

  • Birla Institute of Technology and Science, Pilani

    M.Tech, Walking Robots

    2000 — 2002

  • University of Maryland

    Doctor of Philosophy - Post Doc, Robotics

Skills

  • Computer Vision
  • Predictive Modeling
  • Artificial Intelligence
  • Physics
  • Simulations
  • Analytics
  • Robotics
  • Algorithms
  • Experimentation
  • Team Leadership
  • Computer Science
  • Mathematica
  • C
  • Big Data Analytics
  • Predictive Analytics
  • Programming
  • Data Mining
  • Python
  • Numerical Analysis
  • Science
  • Statistical Modeling
  • Linux
  • Data Analysis
  • Matlab
  • Text Mining
  • Big Data
  • C++
  • Machine Learning
  • Image Processing
  • Hadoop
  • Operations Research
  • Optimizations
  • Latex
  • R
  • Sas
  • Mathematical Modeling
  • Pattern Recognition
  • Distributed Systems
  • Statistics
  • Optimization

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