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fiv_ishara

Ishara M

@fiv_ishara

AI Engineer : Agentic AI, Machine Learning

Sri Lanka
English, Sinhala
About me
MSc AI Engineer specializing in agentic systems - building AI that reasons, plans, and acts autonomously. My research focused on multi-agent architectures and decision systems, giving me the foundation to design production-ready AI from the ground up. I work across the full stack: multi-agent pipelines, RAG systems, FastAPI, Neo4j, PostgreSQL, Redis, RBAC/ABAC, LLM APIs, and Azure AI Foundry. Have a bold AI idea? Let's build it. ... Read more

Skills

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fiv_ishara
Ishara M
Offline • 
Average response time: 1 hour

See my services

AI Integrations
I will design and build a custom agentic ai system for your idea
From$90 / projectMore details

Work experience

Self_Employed

Research and Development - Master thesis student

Self Employed • Full-time

Mar 2025 - Oct 2025 • 7 mos

•Designed and delivered a multi-agent, LLM-based access control system (proof of concept) for critical infrastructure. •Architected modular backend services with LLM APIs, Neo4j (knowledge base), Redis (caching), LangGraph (agent orchestration), and monitored with LangSmith for auditable, production-style authorization workflows. •Implemented attribute based access control (ABAC) and eXtensible access control markup language (XACML) compliant system, aligned with industrial data-governance.