Ravindra Kapse
AI Research Scientist at Mobius || IISc || IITM Pune
- Role
- Ai Research Scientist at Mobius By Gaian
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Ravindra Kapse
AI research Scientist | IISc | Machine Learning Enthusiast | I\'m passionate about…
Experience
Ai Research Scientist
Jun 2025 — Present · Hyderabad, IN
Researched neuro-symbolic AI systems combining symbolic reasoning and deep learning, applying causal analysis, counterfactual simulation, and semantic graph rewriting for adaptive agent behaviour.• Investigated utility-based agent frameworks using game-theoretic reasoning in multi-agent systems (MAS).• Implemented model-agnostic meta-learning (MAML) for graph neural networks (GNN) to enable rapid adaptation across structured tasks.• Worked with DreamCoder to explore program synthesis and representation learning for automated reasoning and task generalisation.
Education
Indian Institute of Science (IISc)
MTech
University Institute of Technology, RGPV
Bachelor of Technology - BTech, Mechanical Engineering
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