AI & AUTOMATION / MEDIA AUTOMATION
Telegram Autoposter.
An autonomous pipeline that collects, summarizes, enriches, and posts news to Telegram, with an LLM handling relevance filtering.
Media Automation
Eastern Europe
Blog / Content Automation
Founder’s freelance project
01 / THE CHALLENGE
The problem worth solving.
Keeping a news channel fresh meant manually finding, summarizing, and posting stories.
What the system needed to do
- Handle unstable and inconsistently structured RSS feeds
- Use an LLM for relevance and quality filtering, not just formatting
- Leave room to extend to future platforms such as Pinterest
The real-world constraints
- LLM cost and rate limits at scale
- Fragile, inconsistent RSS structures across sources
02 / THE SOLUTION
How it came together.
We deployed a resilient, VM-based autoposter running async pipelines with configurable schedules and automatic recovery from source failures.
Normalize RSS articles and track their source identifiers.
Explore the architecture. This is an explanatory diagram, not a live production system.
03 / THE OUTCOME
What the work delivered.
- Low-maintenance operation with automatic recovery
- Configurable posting schedule with no manual triggering
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.