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naveennk045/README.md

NK β€” Naveenkumar


My work spans backend systems, AI-powered applications, and automation pipelines, also behind these. Whether it's integrating an LLM into a product, designing a REST API, or automating a broken workflow β€” I treat every project as an engineering problem with a concrete solution.


Domain What I've Done
AI Systems RAG pipelines, LLM integrations, custom chatbots with memory and context
Backend APIs Production-grade REST APIs in FastAPI & Spring Boot
Automation End-to-end workflow automation, web scraping, data pipelines
Chatbots WhatsApp Business API bots, Rasa NLU-powered assistants
Data Processing Ingestion, transformation, and visualization pipelines

Projects

RAG-Based Document QA System

Built a Retrieval-Augmented Generation pipeline that lets users query large document sets using natural language. Used LangChain, a vector store, and OpenAI under the hood β€” deployed as a FastAPI service. Python LangChain FastAPI OpenAI Vector DB


WhatsApp Business Chatbot

End-to-end intelligent chatbot integrated with WhatsApp Business API. Handles multi-turn conversations, intent classification via Rasa, and backend fulfillment via REST APIs. Python Rasa WhatsApp API FastAPI PostgreSQL


Automated Data Pipeline

Built a scraping-to-dashboard pipeline that collects, cleans, and visualizes structured data from multiple sources on a schedule. Reduced manual reporting effort to zero. Python Scrapy Pandas Plotly PostgreSQL


More on GitHub β†’


Current Focus

  • Deepening knowledge in distributed systems and system design at scale
  • Experimenting with agentic AI workflows (multi-step, tool-using LLM agents)
  • Building toward cloud-native deployments (containerization, service orchestration)
  • Actively taking on freelance projects β€” backend, AI integrations, automation

Tech Stack & Skills

Programming Languages

Frameworks & Libraries

Databases

AI & Data Science

Web & APIs

Tools & DevOps


Let's Work Together

I'm open to freelance projects β€” especially ones where the problem is messy and the solution doesn't exist yet.

If you have a system that needs to be built, automated, or fixed β€” let's talk.


I don't just write code. I build things that work.

Popular repositories Loading

  1. Resume-Optimizer Resume-Optimizer Public

    Resume Optimizer AI is an AI-powered web application that tailors resumes based on specific job descriptions. Users can upload their resumes in PDF format, provide job descriptions, and receive opt…

    TeX 15 7

  2. Web-Scraping Web-Scraping Public

    Scrapes a webpage Using Pandas and BeautifulSoup4

    Python 1

  3. LlamaConvo LlamaConvo Public

    Chatbot using a meta Llama and Streamlit

    Python 1

  4. AI-WebScraper AI-WebScraper Public

    AI-powered web scraper designed to extract, process, and analyze data from websites efficiently.

    Python 1

  5. Realtime-stock-price-streaming Realtime-stock-price-streaming Public

    A real-time market data streaming tool using Upstox WebSocket v3 and FastAPI. It handles OAuth authentication, fetches an access token, and streams live stock market updates via WebSocket. Ideal fo…

    HTML 1 1

  6. loan-manager-prototype loan-manager-prototype Public

    Kotlin 1


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