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gs7vik/README.md

Hello there, I'm Satvik G S

Experience: I've been developing NLP applications with large language models (LLMs) for over 2 years, with a focus on Retrieval-Augmented Generation (RAG) and text-to-SQL applications.

Current Learning: Exploring deployment techniques and classical machine learning in my free time.

Ask Me About: A bit of a "jack of many trades, master of none"—happy to help with applied NLP (LLMs, including open source and proprietary models, LLM fine-tuning, information retrieval), web development (Flask, FastAPI), Docker & Kubernetes (Azure Kubernetes Service), vector databases (Milvus, ChromaDB), and relational databases (MySQL).

Pronouns: he/him

Hobbies: Playing guitar, badminton, table tennis, and Valorant occasionally.

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  1. mcp_experiments mcp_experiments Public

    An MCP server that provides real-time system information, including time, memory, CPU, disk usage, platform details, port monitoring, and uptime.

    Python

  2. content-mgmt content-mgmt Public

    Trying out langgraph's orchestrator-worker pattern

    Python

  3. text-classification-exploration text-classification-exploration Public

    Text-classification accuracy using Logistic Regression, Linear SVC, Ensemble Methods and embedding models

    Jupyter Notebook

  4. tcp-congestion-control tcp-congestion-control Public

    TCP congestion control simulation using OpenGL

    C++

  5. Bike-Rental-System Bike-Rental-System Public

    Project to understand Authentication, Authorization, Java and springboot framework

    Java

  6. python-practices-dsa-ds python-practices-dsa-ds Public

    Concepts and practices followed in python

    Jupyter Notebook