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
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
Founder
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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