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Thupakula Ruparani7

@thupakularuparani7

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AI/ML engineer specializing in production LLMs, multi-agent systems, and observability-driven reliability improvements.

India

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What I'm looking for

I seek engineering roles where I can build observability-driven LLM applications and agentic workflows, reduce operational toil, and scale reliable AI systems.

I am an AI/ML engineer with 3.4 years of experience building production LLM applications, multi-agent workflows, and observability-first AI systems that reduce operational toil and improve reliability.

I have architected and deployed multiple production AI applications, engineered RAG systems and agentic pipelines using LangGraph, CrewAI, LangChain and LlamaIndex, and implemented comprehensive observability with Grafana, Prometheus, Loki and Tempo to maintain 99.5% uptime.

My work has delivered measurable impact — including 30–40% ML inference latency reductions, 25% improvement in answer accuracy, and significant reductions in MTTD/MTTR — and I focus on scalable, monitored solutions that enable proactive incident detection and automated remediation.

Experience

Work history, roles, and key accomplishments

AI/ML Engineer

Scanfii Software Technologies

Aug 2022 - Dec 2025 (3 years 4 months)

Architected 5+ production AI applications with observability, achieving 99.5% uptime while processing 10,000+ daily API requests; reduced ML inference latency 30–40% and cut MTTD by 40% via multi-agent workflows and intelligent log correlation.

LangGraph RAG Prometheus Grafana Tempo Python Model Quantization

Web Application Developer

Manac Infotech Pvt Ltd

Feb 2022 - Jun 2022 (4 months)

Developed 3 responsive Django web applications and RESTful APIs with PostgreSQL and APM, supporting 500+ concurrent users and reducing page load times by 40% through performance optimizations.

Django RESTful APIs PostgreSQL Monitoring Logging Performance Optimization JavaScript