Yash, llm engineer

Yash

LLM Engineer

Ahmedabad, India · Asia/Kolkata (UTC+5:30) · 6 years of experience

Yash 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

Project Delivery Tracker

engineering project delivery

Designed and delivered a production language-model system focused on project and delivery management; coordinated delivery timelines across engineering teams. The release included versioned prompts, offline and online evaluations, cost controls, and failure-mode monitoring.

PythonLangGraph

Cross-Team Standup Framework

engineering project delivery 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 project and delivery management delivery for a engineering project delivery team and coordinated delivery timelines across engineering teams.

Project Manager

Jun 2026–Present

ViitorCloud Technologies · Ahmedabad, India

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

Scrum Master

Nov 2025–Apr 2026

BrightPeers · Ahmedabad, India

  • Built production systems in engineering project delivery, 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

AWS Certified Machine Learning Engineer – Associate

Amazon Web Services · 2024 · Certified

AWS Certified Generative AI Developer – Professional

Amazon Web Services · 2026 · Certified

Communication

Languages

English

Fluent

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