Siddharth Iyer

Artificial Intelligence Engineer

AI / MLSenior AI/ML EngineerAI/MLAvailable for hire
Experience
8+ yrs
Skills
44
Projects
4
Certifications
5

Artificial Intelligence Engineer with 8 years of experience developing enterprise AI, Generative AI, and Machine Learning solutions for finance, healthcare, logistics, manufacturing, and retail organizations. Expertise in Large Language Models (LLMs), Agentic AI, Retrieval-Augmented Generation (RAG), NLP, Computer Vision, predictive analytics, and MLOps with a strong focus on scalable cloud-native AI applications.

Expertise & skills

Artificial Intelligence
Machine LearningDeep LearningGenerative AIAgentic AILarge Language Models (LLMs)Prompt EngineeringRAGAI Automation
AI Frameworks
LangChainLangGraphLlamaIndexCrewAISemantic Kernel
Machine Learning
TensorFlowPyTorchScikit-learnHugging Face TransformersXGBoostCatBoost
Natural Language Processing
BERTRoBERTaT5Sentence TransformersspaCy
Computer Vision
OpenCVYOLOv8Detectron2EasyOCR
Programming Languages
PythonSQLJava
Databases
PostgreSQLMongoDBRedisWeaviatePinecone
Cloud & DevOps
AWSMicrosoft AzureDockerKubernetesMLflowApache AirflowFastAPIGit

Selected projects

Technologies: LangChain, GPT-4, Pinecone, FastAPI

  • Built an enterprise AI copilot for customer support teams.
  • Implemented RAG across product manuals and knowledge bases.
  • Designed intelligent conversation routing using Agentic AI.
  • Integrated CRM systems for contextual responses.
  • Improved first-contact resolution and support productivity.

Technologies: TensorFlow, Python, AWS, PostgreSQL

  • Developed predictive quality analytics for manufacturing plants.
  • Built defect prediction models using production data.
  • Automated root-cause analysis dashboards.
  • Improved production quality through AI insights.
  • Reduced operational downtime.

Technologies: PyTorch, XGBoost, Azure Maps

  • Created AI models for delivery route optimization.
  • Predicted delivery delays using historical traffic patterns.
  • Optimized fleet utilization with machine learning.
  • Reduced transportation costs.
  • Improved on-time deliveries.

Technologies: LlamaIndex, OCR, ChromaDB, LangGraph

  • Automated compliance document analysis using LLMs.
  • Built semantic search across enterprise policies.
  • Generated AI-based compliance summaries.
  • Extracted key clauses from regulatory documents.
  • Reduced manual audit effort.

Certifications

  • Microsoft Certified: Azure AI Engineer Associate
  • AWS Certified Machine Learning – Specialty
  • Databricks Generative AI Fundamentals
  • IBM AI Engineering Professional Certificate
  • TensorFlow Developer Certificate

Education

  • Bachelor of Technology (B.Tech) in Computer Science & Engineering

    Rajasthan Technical University

    2018

Achievements

  • Delivered over 30 enterprise AI and Machine Learning implementations.
  • Built scalable Generative AI and Agentic AI solutions for enterprise automation.
  • Developed production-ready RAG platforms with vector databases.
  • Implemented cloud-native AI deployments using AWS, Azure, Docker, and Kubernetes.
  • Improved model performance through MLOps and prompt optimization.
  • Mentored AI engineers and established AI development standards.

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