You will get Automated Financial Data Pipeline & Analysis in Python
Project details
You will get a production-ready financial data pipeline built in Python — fully automated, multi-source, and delivered as clean, documented scripts you can run immediately or schedule.
I specialise in financial data engineering, combining API integration (yfinance, NewsAPI), robust data cleaning with Pandas, and sentiment analysis using FinBERT and VADER. Whether you need stock prices, earnings data, news sentiment, or alternative data — I build pipelines that collect, clean, and structure it all into usable outputs: CSV, Excel, database, or a visualisation dashboard.
What sets this apart: every script is modular, well-documented, and built for real-world use — not throwaway code. I work with hedge funds, fintech startups, and individual investors who need reliable data infrastructure without the overhead of a full engineering team.
You tell me your data sources and target output. I handle everything else.
I specialise in financial data engineering, combining API integration (yfinance, NewsAPI), robust data cleaning with Pandas, and sentiment analysis using FinBERT and VADER. Whether you need stock prices, earnings data, news sentiment, or alternative data — I build pipelines that collect, clean, and structure it all into usable outputs: CSV, Excel, database, or a visualisation dashboard.
What sets this apart: every script is modular, well-documented, and built for real-world use — not throwaway code. I work with hedge funds, fintech startups, and individual investors who need reliable data infrastructure without the overhead of a full engineering team.
You tell me your data sources and target output. I handle everything else.
Data Tool
PythonWhat's included $300
These options are included with the project scope.
$300
- Delivery Time 7 days
- Number of Pages Mined/Scraped 5000
- Number of Sources Mined/Scraped 2
- Number of Revisions 2
About Vipin
AI and LLM Developer for Finance - Python, NLP, Sentiment Analysis
Pune, India - 11:33 pm local time
What I bring to your project:
• Production experience with Claude API, OpenAI, FinBERT, and LangChain for real financial applications
• Built end-to-end NLP pipelines processing 29,000+ financial headlines with sentiment scoring and panel regression analysis
• Financial modeling skills (DCF, valuation, Indian capital markets) so I understand the domain, not just the code
• Automation workflows using N8N, Python, and REST APIs to connect AI models with your existing tools
• MBA (Finance) graduating May 2026 — I speak both business and engineering
Recent work includes a conversational stock screener for the Indian market (NIFTY 500), an AI-powered memo generation tool, and a published research project applying transformer models to financial sentiment analysis.
I write a weekly newsletter on fintech and AI (What I Read This Week) with an engaged audience on LinkedIn and Substack.
If you need someone who can build AI tools AND understand financial logic, let’s talk.
Steps for completing your project
After purchasing the project, send requirements so Vipin can start the project.
Delivery time starts when Vipin receives requirements from you.
Vipin works on your project following the steps below.
Revisions may occur after the delivery date.
Requirements & Data Source Scoping
I review your requirements, confirm target data sources, tickers, and output format, and set up the project structure.
Data collection & API integration
I build the ingestion layer — connecting to yfinance, NewsAPI, or custom sources with proper rate limiting and error handling.