Skip to content
View Mantissagithub's full-sized avatar
🙂
🙂

Highlights

  • Pro

Organizations

@HyperKuvid-Labs

Block or report Mantissagithub

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Mantissagithub/README.md

Pradheep P

Full Stack Dev | ML Engineer | Robotics Enthusiast

PortfolioLinkedInX


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-Labshttps://github.com/HyperKuvid-Labs


Tech Stack:

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


github stats (because why not)



Shaping the future, one totally bug-free commit at a time 😎✨ (hopefully)

Pinned Loading

  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/elastic_continual_learning HyperKuvid-Labs/elastic_continual_learning Public

    This idea proposes an adaptive optimization framework designed to mitigate catastrophic forgetting in neural network training by dynamically selecting and applying state-of-the-art continual learni…

    Python