Abdul W.

Software Engineer

Passau, Germany

Experience

Dec 2024 - Nov 2025
1 year

Software Engineer

EdgeFirm

  • Designed and developed end-to-end web and mobile products as a full-stack engineer, working across Python/FastAPI backends, databases, and React / React Native frontends.
  • Built LLM- and agentic-AI systems using LangChain, LangGraph, CrewAI, Langfuse, and vector databases, focusing on reliability, observability, and clean abstractions.
  • Developed a text-to-SQL assistant for the marketing team that lets non-technical users query a large retail-style dataset in natural language, returning clear analytics and campaign insights.
  • Helped reduce ad-hoc SQL/reporting requests to engineering by 60% and cut time-to-insight for common marketing queries from hours to minutes.
  • Created a full-stack mobile app where Apple Health data is processed and fed into an LLM to generate personalised, VO2-max–based health coaching and insights, owning architecture from frontend to backend and auth.
Jul 2022 - Sep 2022
3 months
Karachi, Pakistan
Hybrid

Software Engineer Intern

Sybrid Private Limited (Lakson Group)

  • Wrote clean, maintainable code for hybrid mobile applications using React Native with a single shared codebase.
  • Handled frontend, simple backend logic, and REST API integration to deliver end-to-end features.
  • Worked within an engineering team, gaining experience with version control, code reviews, and production-focused development practices.

Languages

Urdu
Native
English
Advanced
German
Elementary

Education

Oct 2025 - Nov 2027

Universität Passau

M.Sc · Artificial Intelligence Engineering · Passau, Germany

Aug 2020 - Jun 2024

National University of Computer and Emerging Sciences (FAST-NUCES)

B.S. · Computer Software Engineering · Karachi, Pakistan

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