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ashg2099

Data Scientist & AI Engineer | Building production-grade AI systems with LLMs, RAG, and multi-agent pipelines | Python · LangGraph · pgvector · FastAPI | Currently building in public

Location Melbourne, Victoria Joined Joined on  Personal website https://www.datascienceportfol.io/ashwing2099 github website

Education

Master's in Data Science — Monash University

Pronouns

He/Him/His

Work

Data Scientist & AI Engineer | Building production-grade LLM and multi-agent systems

56 fault-injection tests passed. The one that injected nothing failed.

56 fault-injection tests passed. The one that injected nothing failed.

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Comments 4
3 min read

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Why I'm Betting on CrewAI for Multi-Agent Orchestration (And Where It Falls Short)

Why I'm Betting on CrewAI for Multi-Agent Orchestration (And Where It Falls Short)

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2 min read
How I improved my fact-checker from F1 0.655 0.813 — what actually changed

How I improved my fact-checker from F1 0.655 0.813 — what actually changed

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3 min read
Misinformation doesn't speak one language. Our tools do.

Misinformation doesn't speak one language. Our tools do.

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2 min read
Data Scientist & AI Engineer — Open to Full-Time Opportunities

Data Scientist & AI Engineer — Open to Full-Time Opportunities

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1 min read
I Built an Open-Source Multi-Agent Fact-Checker — Here's How It Works

I Built an Open-Source Multi-Agent Fact-Checker — Here's How It Works

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4 min read
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