This project delivers an end-to-end AI Agent Development solution for automated financial analysis. Combining AI Engineering, Data Scraping, and robust APIs, the system transforms raw market data into structured insights, charts, and ready-to-publish summaries for decision-makers.

Quantillion is a company that investors trust with their capital. I was honored to build a system that gathers data from multiple financial sources and turns it into clear, engaging posts and charts ready for social media. All seamlessly integrated into Telegram.

High-volume, various data sources

Structuring unstructured financial text into metrics

Delivering timely, high-quality insights to end users

Writing human-like posts that perform well on social media

Data Scraping & Ingestion Built secure scrapers to collect and normalize financial data into a metrics database.

AI Agent for Sentiment & Insights Designed AI agents that interpret market news, extract key signals, and classify sentiment for macro and sector trends.

Python & FastAPI Backend Developed modular Python and FastAPI services for ingestion, analysis, chart generation, and content assembly, ensuring scalability and maintainability.

Telegram API Workflow Integrated Telegram API for human-in-the-loop review and approval, enabling experts to /approve or /edit AI-generated posts before publishing and ensuring high-quality outputs.

Research aggregated from multiple high-quality financial sources

Viral, well-structured market posts and charts for social media

Fully automated AI Agent pipeline from data gathering to publish

Faster, more consistent research output with less manual work

📌 AI Agent Development 📌 AI Engineering 📌 Data Scraping 📌 Telegram API Integration 📌 Python & FastAPI Backend Development 📌 Architecture Design & Consulting

If you're looking for someone with 6+ years of experience to bring your vision to life, click the link below.