Ayush Raval

AI Engineer

AI / MLSenior AI/ML EngineerAI/MLAvailable for hire
Experience
6+ yrs
Skills
50
Projects
4
Certifications
5

AI Engineer with 6 years of experience designing and deploying enterprise AI solutions using Generative AI, Large Language Models, Machine Learning, Deep Learning, NLP, and MLOps. Experienced in building AI assistants, intelligent automation platforms, document intelligence systems, recommendation engines, and scalable inference services using modern AI frameworks and cloud platforms.

Expertise & skills

Programming Languages
PythonSQLJavaScript
Artificial Intelligence
Machine LearningDeep LearningNLPGenerative AIComputer VisionTime Series Forecasting
Large Language Models
OpenAI GPT-4ClaudeGeminiLlama 3Mistral
Frameworks & Libraries
LangChainLangGraphLlamaIndexHugging Face TransformersPyTorchTensorFlowScikit-learn
Vector Databases
PineconeMilvusChromaDB
Backend
FastAPIFlaskREST APIs
Data Processing
PandasNumPyPySparkApache Spark
Databases
PostgreSQLMongoDBRedis
Cloud Platforms
AWSMicrosoft Azure
DevOps & MLOps
DockerKubernetesGitMLflowGitHub Actions
Core Skills
Generative AIAI Agent DevelopmentRAGPrompt EngineeringSemantic SearchIntelligent AutomationModel OptimizationMLOpsCloud AI DeploymentAPI Development

Selected projects

Healthcare Claims Document Intelligence

PythonLangChainOpenAI GPT-4Pinecone

Developed an AI platform to analyze healthcare claim documents, extract key information, and generate concise summaries.

  • Built document ingestion pipelines.
  • Implemented vector search with RAG.
  • Integrated enterprise APIs.
  • Optimized prompt templates.
  • Improved document processing efficiency.

Retail Price Optimization Platform

PythonTensorFlowAWS

Built ML models to recommend optimal product pricing using demand and competitor data.

  • Developed forecasting models.
  • Performed feature engineering.
  • Automated retraining pipelines.
  • Published scalable prediction APIs.

Enterprise Policy Knowledge Assistant

Azure OpenAILlamaIndexFastAPI

Created an AI assistant for answering organizational policy questions using internal documentation.

  • Indexed enterprise documents.
  • Implemented semantic retrieval.
  • Built secure REST APIs.
  • Enhanced response quality through prompt engineering.

Streaming Content Recommendation Engine

PythonScikit-learnPostgreSQL

Developed an AI recommendation system for personalized movie and TV content suggestions.

  • Designed recommendation algorithms.
  • Optimized ranking models.
  • Built inference APIs.
  • Improved personalization accuracy.

Core competencies

Generative AIAI Agent DevelopmentRetrieval-Augmented Generation (RAG)Prompt EngineeringSemantic SearchIntelligent AutomationModel OptimizationMLOpsCloud AI DeploymentAPI Development

Certifications

  • Microsoft Certified: Azure AI Engineer Associate
  • AWS Certified AI Practitioner
  • Generative AI with Large Language Models
  • Hugging Face NLP Professional Certificate
  • TensorFlow Developer Certificate

Education

  • Bachelor of Engineering (Artificial Intelligence & Data Science)

    Gujarat Technological University

Achievements

  • Delivered 20+ enterprise AI solutions across multiple industries.
  • Reduced document analysis effort by 75% using AI automation.
  • Improved recommendation accuracy by 30% through model optimization.
  • Developed reusable AI services for enterprise applications.
  • Successfully deployed production AI workloads on Kubernetes.

Similar engineers

Other AI / ML engineers with comparable experience.

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