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@HyperKuvid-Labs

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Mantissagithub/README.md

Pradheep P

Full Stack Dev | ML Engineer | Robotics Enthusiast

Portfolio • LinkedIn • X

building bots that think and feel (kinda). always up for some webrtc, web3, or ml chaos — let’s cook

Check out the organization we're building: HyperKuvid-Labs → https://github.com/HyperKuvid-Labs

Tech Stack:

stack i work with currently:
python, typescript, react, next.js, pytorch, aws...
you know the usual suspects.

github stats (because why not)

Isometric commit calendar

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  1. alphazero_llm_trainer alphazero_llm_trainer Public

    AlphaZero-style RL training for LLMs using MCTS on mathematical reasoning tasks (GSM8K). Student model explores reasoning paths guided by teacher ensembles and reward signals.

    Python

  2. HyperKuvid-Labs/FrugalSOT HyperKuvid-Labs/FrugalSOT Public

    An adaptive model selection system for efficient on-device NLP inference, enhancing speed, privacy, and resource use on edge devices.

    TypeScript 1

  3. HyperKuvid-Labs/AlphaDesign HyperKuvid-Labs/AlphaDesign Public

    Hybrid AI framework combining reinforcement learning and genetic algorithms to optimize Formula 1 front wing aerodynamic designs. Features neural network-guided optimization, CFD analysis, structur…

    Python 1 1

  4. HyperKuvid-Labs/energy_throttling_llms HyperKuvid-Labs/energy_throttling_llms Public

    Energy-aware DDPG RL framework that dynamically optimizes LLM speculative decoding parameters based on real-time hardware metrics (CPU/GPU temps, battery). Maintains 95-98% energy utilization to ma…

    Python

  5. HyperKuvid-Labs/Gideon HyperKuvid-Labs/Gideon Public

    Emotion-aware LLM chat interface with Ollama, FastAPI, and React, featuring real-time image generation and project automation via Alpha<Stack> agent. Accelerates full-stack and blockchain dev by 60…

    Python

  6. HyperKuvid-Labs/alpha-stack HyperKuvid-Labs/alpha-stack Public

    A universal, AI-powered development agent that supports any tech stack—battle-tested across 25+ full dev cycles. It intelligently scaffolds and iterates on complex projects with automated feedback …

    Python 2 1