You will get an Automated ETL Data Pipeline for Custom AI and RAG
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Top Rated
Project details
Raw data is useless to an AI. I build the infrastructure that makes your data "LLM-Ready."
If you are training a custom Machine Learning model or building a Retrieval-Augmented Generation (RAG) pipeline, your biggest bottleneck is clean data. I engineer automated ETL (Extract, Transform, Load) pipelines that aggregate unstructured data from public feeds, internal documents, or authorized APIs, and structure it perfectly for AI consumption.
The Architecture I Build For You:
• Data Aggregation: Automated Python pipelines to gather massive datasets securely.
• Data Transformation (Pydantic): Rigorous cleaning to ensure your AI never hallucinates due to bad inputs. Output formats include clean JSON, Markdown, or direct Vector Database insertion.
• Seamless Integration: Direct pipelines into Pinecone, LangChain, or your custom FastAPI backend.
My Tech Stack: Python, LangChain, Pydantic, PostgreSQL, Vector Databases.
Disclaimer: This service strictly aggregates data from authorized APIs, internal company databases, and compliant open-source public feeds. No unauthorized extraction is performed.
If you are training a custom Machine Learning model or building a Retrieval-Augmented Generation (RAG) pipeline, your biggest bottleneck is clean data. I engineer automated ETL (Extract, Transform, Load) pipelines that aggregate unstructured data from public feeds, internal documents, or authorized APIs, and structure it perfectly for AI consumption.
The Architecture I Build For You:
• Data Aggregation: Automated Python pipelines to gather massive datasets securely.
• Data Transformation (Pydantic): Rigorous cleaning to ensure your AI never hallucinates due to bad inputs. Output formats include clean JSON, Markdown, or direct Vector Database insertion.
• Seamless Integration: Direct pipelines into Pinecone, LangChain, or your custom FastAPI backend.
My Tech Stack: Python, LangChain, Pydantic, PostgreSQL, Vector Databases.
Disclaimer: This service strictly aggregates data from authorized APIs, internal company databases, and compliant open-source public feeds. No unauthorized extraction is performed.
AI Algorithms
Large Language Model, Multimodal Large Language ModelAI Applications
AI Chatbot, AI Content Creation, AI Mobile App Development, Conversational AI, Natural Language Understanding, Sentiment Analysis, Text RecognitionAI Development Language
PythonAI Tools
Azure OpenAI, Gradio, Hugging Face, PyTorch, StreamlitAI Models
ChatGPT, GPT-4, LLaMA, Naive Bayes ClassifierWhat's included
| Service Tiers |
Starter
$250
|
Standard
$599
|
Advanced
$2,500
|
|---|---|---|---|
| Delivery Time | 2 days | 4 days | 7 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | - | - | |
Batch Normalization | |||
Database Integration | |||
Detailed Code Comments | - | - | |
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | |
Model Documentation | - | - | - |
Model Monitoring | - | - | - |
Model Testing & Optimization | - | - | - |
Model Tuning | - | - | - |
Natural Language Processing | - | - | |
NLP Tokenization | - | ||
Pre-Training | - | - | - |
Prompt Engineering | - | ||
Setup File | - | - | - |
Source Code | - | - | - |
Frequently asked questions
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had an amazing experience with this developer on Upwork!
He built a powerful automation tool that saves me hours every week ⏱️✨
Even on my Mac, he guided me step by step and delivered exactly what I needed😊👍
He built a powerful automation tool that saves me hours every week ⏱️✨
Even on my Mac, he guided me step by step and delivered exactly what I needed😊👍
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May 13, 2025
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About Shahzad
Python AI Developer | AI Agents & Automation, FastAPI, Scraping, Bots
100%
Job Success
Lahore, Pakistan - 12:59 pm local time
Whether you need to automate a 7-figure e-commerce empire, or deploy an institutional-grade RAG pipeline, deploy resilient data extraction & scraping pipelines, engineer custom Discord bots & real-time e-commerce monitors, I provide the architecture that guarantees stability.
☑️ AI / ML : Scikit-learn, Pytorch, Keras, RAG, LangGraph, Agno AI
☑️ Backend : FastAPI, Flask, Django
☑️ Frontend : React, Javascript, Tailwindcss UI, HTML, CSS
☑️ Database : Sqlite3, MongoDB, PostgreSQL, Pinecone(Vector DB)
☑️ Bots : AI Chatbots, Trading bots, Monitoring bots
☑️ Scraping/Automation : Scrapy | Requests | Beautifulsoup | ETL | Selenium | Playwright
☑️ Algorithmic Trading : Trading bots( Forex bot, crypto bot, futures bot ) , Strategy backtesting, QuantConnect | MT5 | IBKR | Tradingview | NinjaTrader
☑️ DevOps : Docker | Git | GitHub Actions, AWS
✨ Let’s transform your ideas into intelligent, automated solutions. Whether you need AI agents development, custom web apps, data scraping, trading bots, workflow automation or complete E-commerce business automation, I create powerful tools that save time and boost efficiency. From startups to e-commerce and trading platforms,
I deliver scalable, results-driven systems tailored to your needs. Ready to elevate your business with smart automation?
Let’s connect!
Steps for completing your project
After purchasing the project, send requirements so Shahzad can start the project.
Delivery time starts when Shahzad receives requirements from you.
Shahzad works on your project following the steps below.
Revisions may occur after the delivery date.
ETL Data / RAG Pipeline
Data Preparation for LLM Model AI Dataset JSON Pipeline Clean LLM Data LLM data preparation