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HESleagacy/README.md

Hi, I'm Sarva 👋

AI / ML Engineer · Deep Learning · MLOps · Open Source

About Me

I’m a Computer Science & Data Science undergraduate focused on building
practical machine learning systems that move beyond notebooks and into real applications.

My interests lie at the intersection of:

  • Deep Learning research and implementation
  • ML system design
  • Model deployment and MLOps infrastructure

I enjoy working on end-to-end ML systems — from data pipelines and model training
to inference APIs and production deployment.

Current Focus

  • Building Deep Learning models with PyTorch
  • Designing reproducible ML training pipelines
  • Learning MLOps practices: experiment tracking, model versioning, CI/CD for ML
  • Developing ML-powered APIs and inference services

Tech Stack

Languages & Core

Machine Learning & Deep Learning

Backend & ML APIs

MLOps

Areas of Interest

  • Deep Learning architectures and training systems
  • ML model deployment and inference optimization
  • MLOps pipelines and reproducible experimentation
  • Applied AI systems and open-source ML tools

Let’s Connect

Pinned Loading

  1. Ayuniq Ayuniq Public

    This project bridges NAMASTE (Ayurvedic terminology) and ICD-11 (WHO's International Classification of Diseases) systems, enabling seamless data exchange between microservices for FHIR bundle gener…

    JavaScript 1 1

  2. Harmoniq-Music_Library_Management_API Harmoniq-Music_Library_Management_API Public

    Harmoniq is a lightweight, modular FastAPI backend that manages a music library of bands and albums.

    Python 1

  3. MediAware MediAware Public

    Medication errors often occur not because people forget to take medicines, but because they take them incorrectly with wrong food, wrong timing, or without understanding interactions. Existing apps…

    JavaScript 1 1

  4. LoadBalancer_GO LoadBalancer_GO Public

    A lightweight HTTP reverse proxy writ- ten in pure Go (standard library), implementing round-robin traffic distribution and interface-based server abstraction without third-party dependencies.

    Go 1

  5. Almond Almond Public

    Forked from khushiiagrawal/almond

    Recursive Language Models (RLM) to diagnose deployment errors by searching through three tiers of memory: human-solved history, synthetic AI cache, and first-principles synthesis.

    Python

  6. Mirage Mirage Public

    Forked from siddhi1229/mirage

    state-aware security wrapper designed to protect high-value ML APIs from model extraction, gradient-based attacks, and adversarial probing

    JavaScript