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My goal, simply stated, is to be the best.
:octocat:
My goal, simply stated, is to be the best.
6 followers · 12 following

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Achievement: Pull Sharkx3Achievement: Quickdraw

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Ravikalakoti/README.md

ravikalakoti

Hi 👋, I'm Ravi Singh Kalakoti

Aspiring AI Engineer | Python Django Developer | Data Analyst | GenAI & LLM Enthusiast

🧠 About Me

  • 🔭 I’m currently working on AI-powered Document Chat System (RAG App)
  • 🤖 Exploring LLMs, Vector Databases, Embeddings, RAG pipelines
  • 🧩 Building production-ready Django REST APIs + AI integrations
  • 📊 Passionate about Data Analytics, AI Automation & Backend Systems
  • 💬 Ask me about Python, Django, REST APIs, AI Integration, Ollama, ChromaDB
  • 📫 Reach me: ravikalakoti16@gmail.com
  • ⚡ Fun fact: I love turning complex AI systems into simple usable apps 😄

🧠 AI / ML Stack (NEW)

  • 🧠 LLMs: Ollama (LLaMA3, Mistral), OpenAI APIs
  • 🔍 Embeddings: Sentence Transformers, Ollama Embeddings
  • 📦 Vector DB: ChromaDB
  • 🧩 Architecture: RAG (Retrieval Augmented Generation)
  • ⚙️ Backend AI: Django + DRF + Async pipelines
  • 📄 Document AI: PDF/DOCX parsing + semantic chunking

💼 Work Experience

🏢 Python Django Developer — Technoarch Softwares PVT LTD

📅 Dec 2020 - Present

  • Working on production REST APIs (Bcrumbly, FundCogito)
  • Building scalable backend systems using Django + DRF
  • Integrating AI features in backend workflows
  • Data analysis using Pandas & visualization tools

🧑‍💻 Freelance Developer — Veridoc HR

📅 Mar 2024 - Feb 2025

  • Built REST APIs for HR automation platform
  • JWT Authentication & Role-based access control
  • Optimized database performance & queries
  • Delivered production-grade backend solutions

🎓 Education

  • 🎓 B-Tech — Uttarakhand Technical University (2019)
  • 🎓 Python/Django Certification — Ducat Noida (2020)

🚀 Featured Projects

🤖 AI Projects (NEW)

  • 📄 AI Document Chat App (RAG + ChromaDB + Ollama)
  • 🧠 Semantic Search Engine using Embeddings
  • 📊 AI-based Resume Analyzer (planned/ongoing)

💻 Web & Backend

  • Job Portal System (Django)
  • Real-Time Chat App (WebSockets)
  • CRM / INSTACOPY System
  • College ERP System
  • Student Management System (Tkinter)

📊 Data Projects

  • Sales Data Analysis (Python + Pandas)
  • Visualization dashboards using Matplotlib/Seaborn

🏢 Company Projects

💼 Freelance Work

  • 🔹 Veridoc HR — REST API Development
  • 🔹 VDGPasskit — Digital Pass + Google Wallet Integration

🛠️ Tech Stack

📊 GitHub Stats

🤝 Connect With Me

⭐ Closing

I specialize in building:

  • AI-powered backend systems
  • Django REST APIs
  • RAG-based applications
  • Scalable production systems

🚀 “Turning ideas into intelligent systems using AI + Python + Django”

Pinned Loading

  1. CRM-App CRM-App Public

    This CRM (Customer Relationship Management) project is designed to efficiently manage customer records and interactions. It provides a user-friendly interface for businesses to maintain essential c…

    Python 1 1

  2. WebSocket-Chat-Application WebSocket-Chat-Application Public

    This project is a simple chat application implemented in Django, showcasing the use of Django Channels to enable real-time communication through WebSocket connections. With this application, users …

    Python

  3. Job-Portal Job-Portal Public

    job portal is to develop an online portal where recruiters can post job requirements, they can search for candidates. Candidates can search for job openings and apply.

    Python 1

  4. fastapi-core fastapi-core Public

    A fully structured FastAPI project with SQLite, user authentication, and industry-standard best practices. This project serves as a starting point for learning FastAPI, implementing authentication,…

    Python 1

  5. Sales-Data-Analysis- Sales-Data-Analysis- Public

    This is a Python project using jupyter notebook for clean the data of hotels csv files and visualize in plots..

    Jupyter Notebook 1

  6. RaviTaps-Typing-App RaviTaps-Typing-App Public

    RaviTaps Typing is a full-featured Django web application designed to help users improve and track their typing speed over time. Built with user authentication, real-time tracking, and auto-generat…

    HTML 1