Adnan Urwani-Junior AI & Automation Engineer

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Experience
Independent AI & Automation Projects
- Development of an automated job-scouting workflow for the aggregation and LLM-based evaluation of job postings from RSS feeds and APIs.
- Development of a Telegram bot for voice and text messages, featuring LLM-supported processing, summarization, and structured JSON output.
- Implementation of a personal task-planning assistant using n8n, OpenRouter, and Supabase for automated daily and knowledge organization.
- Development of LLM chatbots for structured knowledge retrieval utilizing prompt constraints, guardrails, and forced output formats.
Founder & AI Product Developer
Ellua (iOS App)
- Built and launched Ellua, an iOS app for food-noise and emotional-eating tracking, reaching 300+ users
- Integrated LLM-based reflection features using structured prompts, guardrails, and contextual user data
- Iteratively evaluated AI responses and product flows through model comparisons, real-world usage, and user feedback
Master's Thesis: Multimodal LLMs for Website Screenshot Analysis
FH Dortmund
- Investigating whether current multimodal LLMs can evaluate website UI/UX
- Designing and iterating prompts for automated UI feedback
- Comparing multiple AI models and analyzing their strengths and limitations
Working student Cloud Consultant (AWS)
msg systems ag
- Onboarding into AWS and Microsoft Azure on a conceptual level, especially cost models and typical architecture approaches
- Supported research and documentation for internal and external stakeholders
Industry experience
See where this freelancer has spent most of their professional time.
Experienced in Information Technology, Healthcare, and Education.
Business area experience
See which departments and functions this freelancer has contributed to most.
Experienced in Information Technology, Research and Development, and Product Development.
Skills
Ai & Automation
N8n/Make: Triggers, Webhooks, Data Mapping, Error Handling, Retries, State Management
Api Integrations: Rest, Auth Basics, Pagination, Rate Limits, Deduplication
Data Flows: Json, Validation, Normalization, Deduplication, Basic Sql Queries
Llm Engineering
Prompt Engineering: Constraints, Examples, Output Formats, Prompt Iteration
Agent Instructions And Master Instructions: Roles, Rules, Guardrails, Tool Usage
Vision Models: Design Analysis Based On Screenshots
Model Context Protocol (Mcp): Initial Experiments Connecting Mcp To Agents
Agentic Coding
Tools: Practical Use Of Claude Code And Codex For Rapid Prototyping
Context Management: Utilizing Custom Agents.Md Files & Best Practices For Code Generation
Quality Control: Iterative Testing And System Prompts For Reliable Workflows
Engineering Basics
Git, Clean Documentation, Debugging, Logging Fundamentals
Docker Fundamentals, Making Local Environments Reproducible
Languages
Education
University of Applied Sciences Dortmund (FH Dortmund)
M.Sc. · Computer Science · Dortmund, Germany
University of Applied Sciences Dortmund (FH Dortmund)
B.Sc. · Computer Science · Dortmund, Germany
Certifications & licenses
Amazon Web Services
Statistics
Experience
Global experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Adnan is based in Dortmund, Germany.
Adnan speaks the following languages: German (Native), English (Intermediate).
Adnan has at least 4 years of experience. During this time, Adnan has worked in at least 4 different roles and for 3 different companies. The average length of individual experience is 1 year and 1 month. Note that Adnan may not have shared all experience and actually has more experience.
Based on recent experience, Adnan would be well-suited for roles such as: Independent AI & Automation Projects, Founder & AI Product Developer, Master's Thesis: Multimodal LLMs for Website Screenshot Analysis.
Adnan's most recent position is Independent AI & Automation Projects.
In recent years, Adnan has worked for Ellua (iOS App), FH Dortmund, and msg systems ag.
Adnan is most experienced in industries like Information Technology, Healthcare, and Education.
Adnan is most experienced in business areas like Information Technology, Research and Development, and Product Development.
Adnan holds a Master in Computer Science from University of Applied Sciences Dortmund (FH Dortmund) and a Bachelor in Computer Science from University of Applied Sciences Dortmund (FH Dortmund).
Adnan has 1 certificate: AWS Cloud Practitioner.
Adnan will be available full-time from October 2026.
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Calculated based on our freelancers’ daily rates as of 26 Aug 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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