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Bogdan Rares AvramBA
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Bogdan Rares Avram

@bogdanraresavram

Senior AI Engineer at Exadel building persistent LangGraph agents and RAG controls for Nautobot AI Cortex.

Romania
Message

At Exadel, I implemented durable LangGraph conversation state for Nautobot AI Cortex, preserving agent context across process restarts. I also developed relevance-ranked RAG controls and MCP client bindings for controlled access to network automation tools.

At TheRunner AI, I built a multi-tenant hospitality SaaS spanning AI agents, voice services, web and mobile apps, and AWS infrastructure. I kept LLM interpretation separate from authorization and side effects, and developed voice services bridging SIP/RTP calls to conversational AI platforms.

Experience

Work history, roles, and key accomplishments

Exadel logoEX
Current

Senior AI Engineer

Aug 2026 - Present (2 months)

Implemented durable LangGraph conversation state with database-backed checkpoints and developed RAG controls for relevance-ranked retrieval. Built MCP client bindings and improved server-sent event streaming and chat error handling.

BR

Senior AI Engineer

Brightbeam

Jun 2025 - Jul 2026 (1 year 1 month)

Built Azure healthcare workflows combining LLM extraction, retrieval, and validation for claims processing. Delivered an Amazon Bedrock conversational assistant and a FastAPI/React analytics dashboard.

Exadel logoEX

Senior Software Engineer

Jan 2023 - Jun 2025 (2 years 5 months)

Designed asynchronous FastAPI services and PostgreSQL data pipelines for energy billing projections. Led a C++-to-Python platform modernization and automated AWS infrastructure with Terraform.

IC

Senior Python Engineer

Independent consulting

Jan 2018 - Dec 2023 (5 years 11 months)

Delivered Django/DRF and PostgreSQL applications, Selenium and Celery data collection, and e-commerce services on Azure Kubernetes.

DT

Senior Software Engineer

Jul 2022 - Dec 2022 (5 months)

Built a Python CLI for sensitive data sanitization, reducing processing time from 10 minutes to under 2 using multiprocessing, asyncio, and threaded I/O.

RI

Senior Python Engineer

Ringy

Jul 2021 - Jul 2022 (1 year)

Optimized Django ORM data access, integrated WooCommerce and external services, and automated distributed workloads with Celery and CI/CD.

Endava logoEN

Software Engineer

Apr 2019 - Jul 2021 (2 years 3 months)

Developed Python/Flask test frameworks and a certificate management microservice for maritime connectivity systems. Built data harmonization services across AWS and GCP with Terraform.

Education

Degrees, certifications, and relevant coursework

UA

Universitatea Vasile Alecsandri

Bachelor's degree, Ecology and Environment Protection

Studied Ecology and Environment Protection, completing the program in 2012.

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