Raj, llm engineer

Raj

LLM Engineer

Accra, Ghana · Africa/Accra (UTC+0) · 6 years of experience

Raj focuses on measurable model behavior, reliable retrieval, and production evaluation.

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Why this profile fits

Evaluation before optimization

Defines datasets, graders, and regression checks so model changes are measured against real failure cases.

Reliable retrieval and tool use

Improves grounding, structured outputs, tool permissions, and recovery behavior for production workflows.

Cost and latency control

Treats task success, response time, and model spend as one production system rather than separate concerns.

Relevant toolkit

PythonLangGraphClaude APIOpenAI GPT APIPostgreSQL

Delivery evidence

Selected work

Hybrid AI Landing Zone

telecommunications

Designed and delivered a production language-model system focused on hybrid-cloud AI foundations; cut environment provisioning from twelve days to under two hours using governed modules. The release included versioned prompts, offline and online evaluations, cost controls, and failure-mode monitoring.

PythonLangGraph

Infrastructure Module Registry

telecommunications operations

Built the supporting control and measurement layer for the primary system, covering review queues, regression checks, operational visibility, and a documented handoff to the owning team.

PythonOpenAI API
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Relevant experience

Career timeline

LLM Engineer

2024–Present

Devlyn client assignments · Remote

  • Led hybrid-cloud AI foundations delivery for a telecommunications team and cut environment provisioning from twelve days to under two hours using governed modules.

Software Engineer

Jan 2020–Present

ViitorCloud Technologies Pvt. Ltd. · Accra, Ghana

  • Built production systems in telecommunications, with increasing ownership of reliability, testing, and stakeholder delivery.

Senior Employee

Jun 2018–Aug 2020

D2Debug Solution · Accra, Ghana

  • Built production systems in telecommunications, with increasing ownership of reliability, testing, and stakeholder delivery.

Skill depth

Show experience in context.

VerbalCommunicationDomainUnderstandingProblemSolvingCodeQualitySystemDesignDeliverySpeed
Competency shapeAssessment across the same six dimensions used for every profile.

Relevant experience by skill

Python6 years
LangGraph5 years
Claude API4 years
OpenAI API3 years
RAG6 years
LLM Evaluation5 years
See the complete skill index

Languages

PythonTypeScriptSQLBash

Frameworks

LangGraphClaude APIOpenAI APIFastAPIPydanticPyTorch

Tools

Hugging FaceDockerMLflowGitHub ActionsDocker

Platforms

AWS BedrockAzure AI FoundryGoogle Vertex AIDatabricks

Storage

PostgreSQLpgvectorPineconeRedis

Paradigms

Retrieval-augmented generationTool callingEvaluation-driven developmentModel routing

Credentials

Certifications

NVIDIA-Certified Associate: Generative AI LLMs

NVIDIA · 2026 · Certified

AWS Certified Machine Learning Engineer – Associate

Amazon Web Services · 2025 · Certified

Communication

Languages

English

Fluent

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