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gawankarsanket/README.md

Hi, I'm Sanket Gawankar πŸ‘‹

AI Automation Enthusiast | Communication Platforms Specialist | Machine Learning Practitioner

With over 13 years of experience in enterprise communication platforms, I specialize in Zoom, Cisco Collaboration solutions, and global communication service operations.

Currently expanding my expertise in Artificial Intelligence, Machine Learning, and workflow automation to build intelligent solutions for modern communication platforms.


πŸš€ Current Focus

β€’ AI Automation for Communication Platforms β€’ RAG based AI Assistants β€’ Machine Learning for analytics and prediction β€’ Workflow automation using n8n β€’ Integrating AI with enterprise collaboration systems


πŸ€– AI & Automation Projects

Zoom AI Automation

zoom-ai-analytics Python EDA and ML analytics package for analyzing Zoom AI Companion data, designed to integrate with n8n automation workflows.


AI Chatbots

zoom-rag-chatbot LangChain based RAG chatbot for querying Zoom meeting data using vector search and LLM-based responses.


πŸ“Š Machine Learning Projects

ml-network-intrusion-detection Machine learning model to detect network intrusion attacks using classification algorithms.

ml-recommendation-system Collaborative filtering based recommendation system implemented using Python.

ml-sentiment-analysis Sentiment analysis model for text classification using NLP techniques.

ml-face-detection Computer vision based face detection system.

ml-titanic-streamlit-app Streamlit web application predicting Titanic survival using machine learning.


βš™οΈ Automation Journey (n8n)

Currently exploring workflow automation and AI agents using n8n.

Upcoming projects will include:

β€’ AI powered voice agents β€’ Automated meeting insights β€’ AI assistants for communication platforms β€’ Workflow automation integrating AI services and APIs

These projects will combine AI + automation + communication platforms.


🧰 Tech Stack

Languages

Python

Machine Learning

Scikit-learn Pandas NumPy

AI / LLM

LangChain RAG Vector Databases

Automation

n8n API Integrations

Communication Platforms

Zoom Cisco Collaboration


🎯 Vision

To build AI powered automation systems for enterprise communication platforms, enabling intelligent workflows, automation, and insights across collaboration environments.


πŸ“« Connect With Me

GitHub: https://github.com/gawankarsanket

Pinned Loading

  1. n8n-ops-manager-ai-assistant n8n-ops-manager-ai-assistant Public

    AI-powered Ops Manager assistant built with n8n, Supabase, and AI agents to analyze incidents and provide decision-ready insights via chat.

  2. n8n-zoom-documentation-lifecycle n8n-zoom-documentation-lifecycle Public

    Status-driven n8n automation that generates documentation drafts with AI and routes them through review and approval workflows

  3. zoom-rag-chatbot zoom-rag-chatbot Public

    LangChain based RAG chatbot for querying Zoom meeting data using vector search

    Python

  4. zoom-ai-analytics zoom-ai-analytics Public

    Python EDA and ML analytics package for Zoom AI Companion data used within n8n automation workflows.

    Python

  5. ml-face-detection ml-face-detection Public

    Face detection system implemented using computer vision techniques.

    Jupyter Notebook

  6. ml-network-intrusion-detection ml-network-intrusion-detection Public

    Machine learning model to detect network intrusion attacks using classification algorithms

    Jupyter Notebook