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DevelopedBy-Siva/README.md

Hey πŸ‘‹, I'm Siva

I'm a software engineer with 4+ years of experience breaking (and occasionally fixing) production systems. Right now, I'm building AI/ML systems, trying to keep life balanced, and constantly finding new places to explore.

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β˜• Probably debugging something.


⚑️ A Few Quick Facts

  • πŸ”­ I'm currently focused on learning about distributed systems, AI/ML, and building systems around LLMs.
  • πŸ‘¨β€πŸ’» Most of my projects are available on portfolio.
  • πŸ’¬ Ping me about AI/ML, distributed systems, or backend engineering.
  • πŸ“™ Check out my resume.

πŸš€ Core Stack

python java typescript javascript react nodejs fastapi spring postgresql mongodb redis kafka aws azure docker kubernetes pytorch

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  1. incident-lens incident-lens Public

    Turns Grafana Loki logs into actionable incidents using LLM-driven investigation and automated analysis.

    Python

  2. code-compass code-compass Public

    GitHub repository question answering system with hybrid retrieval, grounded citations, and end-to-end evaluation.

    Python

  3. code-weave code-weave Public

    LoRA fine-tuning for Python code generation, with training and HumanEval benchmarking.

    Python

  4. noise-cliff noise-cliff Public

    Detect when noisy labels will break an LLM toxicity classifier. Includes a pre-training quality gate CLI for ML pipelines.

    Python

  5. adaptive-inference-router adaptive-inference-router Public

    Adaptive inference router for real-time object detection that escalates uncertain frames to a larger model under compute constraints.

    Python

  6. chat-with-me chat-with-me Public

    A simple chat application using ReactJS, NodeJS, Mongoose, Web Sockets, RestAPI & Styled components

    JavaScript