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vineetg3/README.md

Hi there! πŸ‘‹ I'm Vineet Gandham

πŸŽ“ Graduate Student at Texas A&M University (Master's in Computer Science, CGPA: 4.0)
πŸ‘¨β€πŸ’» Software Engineer | Open Source Contributor | Machine Learning Enthusiast
πŸ› Debugging Life, One Byte at a Time


πŸš€ About Me

I'm a tech enthusiast with expertise in software engineering, machine learning, and distributed systems. I enjoy taking on challenging projects, contributing to open-source communities, and creating scalable solutions. My journey has been a blend of research, innovation, and practical implementation.

πŸ”Ή Current Focus:

  • Contributing to PyDough, an open-source DSL for analytical problem-solving.
  • Building scalable MLOps pipelines for IoT time series data.

πŸ”Ή Experience Highlights:

  • Reduced deployment time by 90% for ML pipelines using FastAPI, Celery, and Redis.
  • Saved $55K annually by migrating ML inference platforms to in-house infrastructure.
  • Built an LLM-powered Chrome extension for intelligent form filling.

πŸ’Ό What I'm Working On

  • βš™οΈ PyDough: An open-source DSL streamlining SQL generation for complex analytical tasks.

πŸ› οΈ Skills & Tech Stack

Languages: Python, Java, C/C++, SQL, JavaScript, Ruby, Bash
Frameworks & Libraries: Spring Boot, ReactJS, Flask, FastAPI, TensorFlow, PyTorch
Tools: Docker, Kubernetes, Redis, Kafka, Spark, GCP
Specialties: Distributed Systems, Machine Learning, MLOps, Cloud Infrastructure


🌟 Achievements

  • 4.0/4.0 CGPA in Master’s at Texas A&M University.
  • Led a team to migrate legacy systems (Ruby on Rails β†’ Spring Boot) with Kubernetes deployment.
  • Contributed to scalable open-source projects and published research-backed tools.
  • Built a mini OS Kernel from scratch, mastering low-level thread, memory, and file management.

πŸ’‘ Featured Projects

  1. Aplora: A Chrome extension using LLMs for intelligent form filling.
  2. Tiny Social Networking Service: Distributed system with leader-election and fault tolerance.
  3. x86 Mini-Kernel: Built a kernel with memory/thread management and hard disk drivers.

πŸ“« You can reach out to me at [email protected].

Connect with me:

vineet

Languages and Tools:

bootstrap c chartjs cplusplus css3 django docker git hadoop heroku hive html5 java javascript linux mssql mysql oracle pandas postgresql python pytorch react scikit_learn seaborn spring sqlite tensorflow vuejs

pravija12345

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  1. bodo-ai/PyDough bodo-ai/PyDough Public

    Analytics DSL for Python

    Python 10

  2. aplora aplora Public

    Your LLM powered autofill extension

    Python 1

  3. Movie-Recommendation-with-LightGCN Movie-Recommendation-with-LightGCN Public

    Movie Recommendation with LightGCN

    Jupyter Notebook 1

  4. Term-Deposit-Subscription-Prediction Term-Deposit-Subscription-Prediction Public

    Jupyter Notebook 1

  5. multimodal-mnist-classifier multimodal-mnist-classifier Public

    Jupyter Notebook 1