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I will code a python financial data pipeline and nlp analyzer


Faizan Ashraf
About this gig
Are you trying to build a trading algorithm but struggling with messy, unstructured market news and API limits?
I will engineer an automated Python data pipeline that extracts live financial data, reads breaking market news, and uses Natural Language Processing (NLP) to tell you exactly how the market is feeling.
Instead of manually reading reports, my scripts turn unstructured text into clean, actionable data.
What I Build:
- API Integration: Seamless connection to financial APIs (yfinance, Alpha Vantage, etc.) to pull live market data.
- NLP Sentiment Analysis: Automatically categorizing news headlines as Positive, Negative, or Neutral.
- Data Engineering: Structuring the output into clean Pandas DataFrames, CSVs, or databases ready for your trading models.
- ️ Workflow Automation: Routing the final data wherever you need it.
Why Choose Me? I am a Computer Science professional specializing in Python backend architecture and data engineering. I write clean, documented, and highly efficient code.
Please send me a message before ordering so we can discuss exactly which APIs and data points you need extracted!
Get to know Faizan Ashraf
Faizan Ashraf
- FromPakistan
- Member sinceAug 2022
- Avg. response time1 hour
Languages
English, Urdu
Hi, I'm Faizan. You don't just need code; you need systems that automate workflows and connect cutting-edge AI to your business.
I am a CS professional specializing in Python, APIs, and Generative AI. I build lean, secure AI pipelines that actually work.
⚙️ Core Expertise:
🤖 RAG AI: Chatbots that read your private PDFs using LangChain.
🔌 APIs: Connecting LLMs (OpenAI/Gemini) to your tools.
📈 Data & NLP: Python data pipelines & sentiment analysis.
🛠️ Stack: Python | LangChain | FAISS | APIs.
Let's automate your workflow. Send me a message!
