Selected work

Independent project · AI-assisted implementation

A documented link-conversion workflow

A practical Telegram workflow with inspected cloud architecture and explicit operating limits.

Problem and contribution

The bot converts English Wikipedia links in Telegram workflows. I defined requirements, inspected behavior, tested workflows and diagnosed deployment problems using AI-assisted implementation. The repository is the source for current reproduction and configuration details.

Inspected architecture

The inspected architecture uses an AWS Lambda function URL with SQS, DynamoDB, EventBridge and SNS. The architecture describes the reviewed source; this portfolio release does not independently prove that the hosted bot is currently operating or rerun its cloud deployment.

Evidence and limits

Source history and operating instructions support inspection of the implementation. Private, group and inline behavior should be tested against the version being assessed. No uptime guarantee, independently assessed AWS proficiency or production-readiness certification is claimed.

Source review: 2026-09-30. This is a dated account; the linked sources may have changed.