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maniesh-lab/README.md

Hi, I'm Manish 👋

Self-taught Python developer in Nepal, building backend automation, web scrapers, and data pipelines — learning to freelance on Upwork.

I ship end-to-end: FastAPI backends, RAG chatbots, scraping pipelines, and CSV/data-processing tools for small businesses. Every project is one I can walk through line by line — no black boxes.

  • ✅ Shipped: Steadfast — a reusable Python reliability layer for LLM APIs (retries, rate limiting, structured logging) · ragdocs (RAG chatbot, FastAPI + Chroma + Streamlit) · Hearth (Discord bot) · leadhound (Scrapy lead scraper)
  • 💼 Building a freelance track record on Upwork — Python · FastAPI · Pandas · BeautifulSoup/Playwright
  • 🌱 Always shipping something new

📫 Reach me

Email

🛠️ Tech Stack

Python FastAPI Postgres MySQL SQLite Pandas NumPy Matplotlib Plotly Selenium Playwright Docker Git GitHub

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  1. steadfast steadfast Public

    A reliability layer for LLM API calls: retries with backoff, rate limiting, Pydantic-validated outputs, and correlation-ID logging — tested against mocked responses. Provider-agnostic (OpenAI, Anth…

    Python

  2. ragdocs ragdocs Public

    RAG chatbot that answers questions from your PDFs, grounded in the document's actual content with page-level source citations.

    Python

  3. leadhound leadhound Public

    A scrapy-based lead generation scraper that pulls structured business contact data from directory sites. Validates, cleans, and deduplicates via a custom pipeline before exporting clean CSV. Config…

    Python

  4. csvscope csvscope Public

    REST API that analyzes uploaded CSV files and returns summary statistics and auto-generated charts using FastAPI, pandas, and matplotlib.

    Python

  5. Hearth Hearth Public

    Hearth — a Discord bot that handles the basics a server owner needs (onboarding, role assignment, light moderation, a few utility commands) plus one thing most bots in its price range don't: an AI-…

    Python