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Ghazala Arshad

@ghazalaarshad1

Self-taught AI agent developer and LLM engineer specializing in production-grade RAG and multi-agent systems.

Pakistan
Message

What I'm looking for

I seek roles building production-grade RAG and multi-agent LLM systems with strong emphasis on trust & safety, automation, and scalable observability.

I am a self-taught AI Agent Developer and LLM Engineer with over five years of hands-on experience in prompt engineering, AI-assisted coding, and trust & safety systems.

I have designed and deployed production-grade Retrieval-Augmented Generation (RAG) and multi-agent systems using LangChain, CrewAI, Groq Llama-3-70B, Pinecone, Weaviate, and Chroma, and I build fully autonomous workflows for research, code generation, data extraction, and customer support that run 24/7 with observability and self-healing.

I ranked in the global top 1% by completing all three rounds of Google’s Prompt-to-Agent Engineering challenges (2024) and created advanced prompt templates and chaining strategies that improved output accuracy by 35–60% across Claude-3, GPT-4o, and Llama-3 models.

I also develop and maintain jailbreak detection, harmful content classification, and policy-violation testing pipelines, and I have automated code generation and review workflows and task automation processes that reduced development time by 70%+ while delivering production-ready agents with logging, retries, cost-tracking, and human-in-the-loop fallbacks.

Experience

Work history, roles, and key accomplishments

FI
Current

AI Agent Developer

Freelance / Independent

Jun 2021 - Present (4 years 6 months)

Designed and deployed production-grade RAG and multi-agent systems using LangChain, CrewAI, Llama-3-70B-Groq and leading vector DBs; delivered 24/7 autonomous agents with observability, cost-tracking, and human-in-the-loop fallbacks that reduced development time by over 70%.

Education

Degrees, certifications, and relevant coursework

University of Sindh logoUS

University of Sindh

Graduate Degree, Unknown

2019 - 2022

Completed a graduate degree at the University of Sindh from 2019 to 2022.

Tech stack

Software and tools used professionally

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Ghazala Arshad - AI Agent Developer - Freelance / Independent | Himalayas