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Valayathil shephin tom philip

Objective Highly motivated and tech-savvy IT professional seeking to leverage strong analytical and problem-solving skills to make positive impact in dynamic and fast-paced work environment.
  • Role

    Agentic AI Engineer

  • Years of Experience

    2 years

  • Professional Portfolio

    View here

Skillsets

  • Git
  • rag
  • LLMs
  • Vector DBs
  • Rest APIs
  • Qdrant
  • Prompt Engineering
  • Monitoring
  • Model deployment
  • Microsoft Fabric
  • Logging
  • LlamaIndex
  • LangChain
  • Python
  • Feature Engineering
  • FastAPI
  • FAISS
  • embeddings
  • Docker
  • Data Pipelines
  • CI/CD
  • Azure ML
  • Azure AI Foundry
  • Azure
  • SQL

Professional Summary

2Years
  • Apr, 2025 - Present 11 months

    AI Engineer - Agentic Workflows & Cloud Deployment

    Mlai Technologies
  • Oct, 2023 - Mar, 20251 yr 5 months

    AI Engineer - RAG Email Intelligence Platform

    Omni Thrive Solutions

Work History

2Years

AI Engineer - Agentic Workflows & Cloud Deployment

Mlai Technologies
Apr, 2025 - Present 11 months
    Built Agentic LLM workflows for automation and customer interaction systems. Integrated Azure-based LLM pipelines with secure API gateways. Optimized latency & cost of inference with caching and async batching. Deployed scalable LLM microservices to Azure Kubernetes environment.

AI Engineer - RAG Email Intelligence Platform

Omni Thrive Solutions
Oct, 2023 - Mar, 20251 yr 5 months
    Developed enterprise RAG system for email search & summarization. Implemented hybrid search (vector + keyword) to boost accuracy & recall. Built FastAPI pipelines with Azure OpenAI, FAISS, and telemetry logging. Deployed production pipelines supporting 1000+ mailbox intelligence users.

Major Projects

2Projects

Enterprise Financial Document Analyzer

    Designed RAG system using Azure SQL, embeddings, and Python microservices. Performed structured extraction, chunking, and semantic matching for Q&A workflows.

Multi-Agent Mental Wellbeing Assistant

    Developed 6-agent conversation engine for emotional support and guided reflection. Implemented scoring logic, memory persistence, and decision routing.

Education

  • MSc Computer Science

    Kannur University (2022)

  • BSc Computer Science

    St. Joseph's College, Devagiri (2020)