AI & AUTOMATION / MEDIA AUTOMATION
RSS Summarizer (PT/BR).
A pipeline that turns Portuguese-language news feeds into optimized, cost-efficient Telegram posts via LLM summarization.
Media Automation
Brazil
RSS Automation & LLM Summarization
Founder’s freelance project
01 / THE CHALLENGE
The problem worth solving.
A cost-efficient, multilingual RSS-to-Telegram automation.
What the system needed to do
- Normalize messy RSS and HTML input
- Minimize LLM spend
- Respect Telegram formatting limits
The real-world constraints
- Inconsistent RSS/HTML structure across sources
- LLM cost at publication volume
02 / THE SOLUTION
How it came together.
A parse → clean → summarize → format → post pipeline with scheduled, batched LLM usage to control cost.
Read RSS sources and normalize article markup.
Explore the architecture. This is an explanatory diagram, not a live production system.
03 / THE OUTCOME
What the work delivered.
- Scheduled model usage to control processing cost
- Structured title, summary, and hashtag output per post
KEEP EXPLORING
Another problem. Another solution.
Visa & immigration services / Eastern Europe
Visa Application Automation
- Problem
- Agents retyped passport and document data into multiple application forms. A single typo could delay or derail an application.
- What we built
- Passport and document extraction that prepares visa forms automatically, leaving staff to review instead of retype.
- Result
- 20 to 30 minutes saved per application
Illustration at $20 per person-hour. Application volume is not assumed. Before project and running costs.
Owner-reported project results.
Car wash & mobile services / GCC
WhatsApp & Instagram Booking Automation
- Problem
- Staff manually handled bookings, pricing questions, and payment screenshots across WhatsApp and Instagram. Replies slowed outside working hours.
- What we built
- A connected booking and FAQ system with customer records, distance-based pricing, and payment-proof extraction.
- Result
- Around 12 hours saved per week in operations
Illustration at $20 per person-hour, assuming the reported weekly workload continues for 52 weeks. Before project and running costs.
Owner-reported project results.
YOUR NEXT CHAPTER
Something great
starts with a conversation.
Bring one repetitive process. We’ll discuss the time it takes, what could be automated, and the next step that fits your business.
30 minutes. One workflow. No obligation.