Ghazala Arshad
@ghazalaarshad1
Self-taught AI agent developer and LLM engineer specializing in production-grade RAG and multi-agent systems.
What I'm looking for
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
AI Agent Developer
Freelance / Independent
Jun 2021 - Present (5 years)
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
Graduate Degree, Unknown
2019 - 2022
Completed a graduate degree at the University of Sindh from 2019 to 2022.
Availability
Location
Authorized to work in
Job categories
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