Looking for a job

Remon Isaac

@remonisaac

Message

AI Engineer at PwC ETIC building production LLM agents and RAG systems that cut document processing time by ~50%.

Egypt

Message

What I'm looking for

I'm open to remote roles.

At PwC ETIC, I built a production GenAI platform that turns unstructured documents into business deliverables, cutting processing time by ~50%. I also built a LangGraph agent that analyzes code repositories, generates Dockerfiles, and validates them; it’s currently being rolled out and evaluated.

At Valeo, I designed and deployed GenAI and RAG applications on Vertex AI, with Qdrant for retrieval. Earlier, I built automation and verification tooling that saved ~20 engineering hours per week, and I’m pursuing an MSc in Computer Science (AI Specialization) at Georgia Institute of Technology.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

PwC ETIC

Sep 2025 - Present (1 year 2 months)

Built a Deep Agents-based agent for code analysis and Dockerfile generation, and a production GenAI platform with LangChain and RAG that cut processing time by ~50%. Orchestrated multi-agent workflows and delivered Power BI dashboards.

LangGraph Lang Chain Deep Agents RAG Azure OpenAI Python fastAPI OpenTelemetry Docker Power BI

AI Engineer

Valeo

Nov 2024 - Aug 2025 (9 months)

Designed and deployed production GenAI and RAG applications on Vertex AI with Qdrant vector search. Built agent-based systems and data pipelines, and used Terraform for cloud infrastructure provisioning.

Vertex AI GCP Qdrant RAG GenAI Terraform Python

Algorithm Engineer

Valeo

Aug 2022 - Nov 2024 (2 years 3 months)

Built automation and verification tooling that saved ~20 engineering hours per week and improved release-validation accuracy. Owned weekly release integration and maintained production software for Honda programs.

Automation Verification Release Management Python