Looking for a job

Mahroosh Ishaq

@mahrooshishaq

Message

AI Engineer building production LLM apps, RAG pipelines, and agentic systems.

Pakistan

Message

What I'm looking for

I’m looking for remote roles where I can build production-ready LLM apps (RAG + agentic systems), integrate them with backend services, and focus on performance and cost. I’m available immediately and enjoy shipping end-to-end solutions.

I’m an AI Engineer focused on building production LLM applications—RAG pipelines, semantic retrieval, and agentic systems—designed to work reliably with real APIs and real users. I delivered AI features using LangChain and production backend stacks, turning model capabilities into end-to-end products.

At Artilence, I built production LLM chatbots (research assistants and PDF-based QA with contextual memory and multi-turn handling) and shipped AI backend services integrating OpenAI API and ElevenLabs API. I also improved performance and cost by auditing recursive prompt chains (reducing OpenAI calls by 60%+) and fixing a nested JSON payload issue that cut API response time from 230s to 13s, while contributing to agentic document generation with WebSockets and Stripe workflows.

Experience

Work history, roles, and key accomplishments

Associate Software Engineer

Artilence

Aug 2025 - Dec 2025 (4 months)

Built production LLM chatbots and PDF QA systems using LangChain, plus AI backend services for a music generation platform using Django REST Framework and PostgreSQL. Reduced OpenAI API consumption by over 60% and improved website/API performance by cutting response time from 230s to 13s.

LLMs (LangChain Agentic AI RAG Django REST Framework PostgreSQL OpenAI API WebSockets API Performance

Education

Degrees, certifications, and relevant coursework

FAST National University of Computer and Emerging Sciences

BS Software Engineering, Software Engineering

2022 - 2026

Grade: Dean’s List of Honors

Activities and societies: Relevant coursework included Data Structures & Algorithms, Database Systems, OOP, Software Design & Architecture, Software Requirements Engineering, Generative AI, and Data Science.

Pursued a BS in Software Engineering at FAST National University of Computer and Emerging Sciences, earning Dean’s List of Honors. Completed coursework in core software, data, and emerging AI topics.