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37 followers · 52 following
  • Coimbatore

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Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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Sainath-Reddy7/README.md

B Sainath Reddy

AI Engineering Undergraduate | Open Source Contributor

I'm an AI engineering undergraduate at Amrita Vishwa Vidyapeetham, Coimbatore, working across machine learning, reinforcement learning, and computer vision. I like taking a system from the math to something that actually runs, and I contribute fixes to the open-source projects I build on.

Open Source Contributions

Merged pull requests over the last 12 months, grouped by upstream organization. A scheduled workflow recomputes this table from the GitHub API, so it stays current without manual edits.

Organization Merged PRs
mcp-memory-service 3
Microsoft 3
fast-collections 1
mcp-audit 1
Meta 1
Total 9

Selected Projects

Project Description Technologies
agentcred Credit bureau for AI agents: Ed25519 identity, hash-chained attestations, dispute resolution, and trust scoring. Python
cua Computer-use agent that reads the screen and controls a PC, built module by module. Python
Explainable RL Cloud Scheduling Double DQN cloud task scheduler with a from-scratch KernelSHAP explainability layer, trained on real Google Borg traces and benchmarked against seven baselines. Python, NumPy
Quadrotor Attitude Control Reproduction of full-quaternion attitude control (Fresk & Nikolakopoulos, ECC 2013) with 6-DOF simulation and deployment to gym-pybullet-drones, MuJoCo, Gazebo, and ArduPilot. Python
netpilot Windows network health monitor with live latency, jitter, and loss scoring plus congestion heatmaps; runs without admin rights. Python

Technical Interests

Reinforcement learning, AI agents, computer vision, and model explainability.

Connect

Popular repositories Loading

  1. Explainable-Reinforcement-Learning-for-Energy-Efficient-Cloud-Resource-Scheduling Explainable-Reinforcement-Learning-for-Energy-Efficient-Cloud-Resource-Scheduling Public

    A Double DQN cloud-edge task scheduler with a from-scratch KernelSHAP explainability layer, trained on real Google Borg traces and audited with 6 trust metrics (Deletion/Insertion AOPC, Infidelity,…

    HTML 2

  2. File-Management-System-Using-Basic-System-Calls-in-C File-Management-System-Using-Basic-System-Calls-in-C Public

    Forked from ManoharPaturi/File-Management-System-Using-Basic-System-Calls-in-C

    C 1

  3. nitrostack nitrostack Public

    Forked from nitrocloudofficial/nitrostack

    The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.

    TypeScript 1

  4. MachineLearning MachineLearning Public

    Forked from wepe/MachineLearning

    Basic Machine Learning and Deep Learning

    Python 1

  5. Sainath-Reddy7 Sainath-Reddy7 Public

    Config files for my GitHub profile.

    Python

  6. EEG_Signal_Acquisition EEG_Signal_Acquisition Public

    Design of EEG signal Experimental setup