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Prasannajaga/README.md

Hi 👋, I'm Prasanna

Software Engineer | ML/LLM | Cyclist

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I’m a self-taught Software Engineer with 3+ years of hands-on experience building fast, scalable, production-ready web and desktop applications. Recently, I’ve been going deeper into AI/ML systems, including LLM training pipelines, pretraining workflows, model evaluation, deployment, observability, RAG, local-first AI apps, and applied research experiments.

I dropped out of college, but built my path through real-world engineering, disciplined self-learning, and shipping consistently. Now I’m focused on working closer to the frontier of AI, building systems that support the shift from traditional software toward AGI-driven computing.

"If there's a challenge, I’ll figure it out. If there's a tech I don’t know, I’ll learn it."

🛠 Tech Stack

Frontend

Backend

Tools & Cloud


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  1. spark-VM spark-VM Public

    python bindings for the Firecracker VM binary to orchestrate agent rollouts

    Python

  2. Calinix Calinix Public

    cache aware load balancer for prefill + decode disaggregation

    Rust

  3. cracker-sdk cracker-sdk Public

    manage your VM orechestration easily with cracker-sdk

    Python

  4. catch-me-if-u-can catch-me-if-u-can Public

    Catch me if you can

    Python 1

  5. transformers-playground transformers-playground Public

    Here we pre-train, fine-tune transformer & enhanced version of models from scratch

    Python

  6. distilled-llm distilled-llm Public

    applying distillation and eval the perfomance

    Python