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HELIOS for Developers & Thinkers

HELIOS welcomes engineers, researchers, and builders who care about the future of AI, intelligence, and meaningful design.

We're looking for people who don’t just want to “deploy a model” — but want to question, shape, and humanize AI in financial, educational, and social spaces.

What We Explore Together

  • Reinforcement learning for portfolio optimization


  • Generative AI for financial literacy


  • Local language LLMs with explainable UX


  • Vector stores, memory agents, and long-term RL planning


  • Human + AI co-pilots for better decision making


  • Research around regret, reward shaping, and behavioral alignment


  • AI agents that feel human — not robotic

What We Value

 Research Curiosity 

 RL, Federated Learning, LLMs, Embeddings, Transformers,

 Prompt engineering, Data pipelines, Interpretability


 Clean Thought

 Simplicity over hype  Ethics + Purpose 


 AI With Soul 

 Build agents that reflect, learn, grow .

 Think like a designer, act like an engineer 



Developer Manifesto

  •  HELIOS runs on purpose-built code
     
  • It encourages safe, observable experiments
     
  • It’s a playground for Bharat’s best minds to contribute to ethical AI finance

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