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Palash Kumbalwar

@palashkumbalwar

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I build enterprise AI solutions, from grounded RAG and agent systems to production ML automation.

India

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At Deltavix Global, I build enterprise AI systems that turn business problems into working products, including grounded RAG platforms, internal agentic chatbots, and secure deployments on Google Kubernetes Engine.

I’ve delivered systems that combine Neo4j, PGVector, Redis, Google ADK, Vertex AI, and legacy enterprise data—including large JSON payloads—to give teams useful answers without guessing. I also build self-hosted infrastructure and role-based enterprise access for client deployments.

Previously at EXL, I led four developers, cut claims-processing cloud costs by 40%, and contributed to a patent for YOLO-based cheque MICR detection. Across NTT DATA, Indegene, and earlier software roles, I’ve shipped automation, voice AI, NLP, computer vision, graph data, and cloud applications rather than another slide deck about them.

Experience

Work history, roles, and key accomplishments

Current

Senior Enterprise AI Architect

Current

Deltavix Global

Apr 2025 - Present (1 year 5 months)

Delivered RAG systems integrating structured and unstructured data, set up internal chatbots on GKE using Google ADK, and managed self-hosted infrastructure with Docker and Traefik.

RAG Neo4j Pgvector Redis Google ADK Kubernetes Docker Traefik Microsoft Entra ID JSON

Lead Advisor - Digital Solutions Architect

NTT DATA

Dec 2024 - Apr 2025 (4 months)

Acted as liaison between business and development teams for GenAI initiatives, created architecture plans integrating Python microservices, vector databases, and n8n automation into legacy systems.

GenAI Python Microservices Vector Databases N8n Enterprise Architecture Process Automation

Senior Agentic AI Architect

Deltavix Global

Aug 2024 - Apr 2025 (8 months)

Scaled AI solutions from prototype to production, built serverless tools for document data extraction, and developed RAG chatbots and voice-based systems using Dialogflow CX.

Vertex AI Gemini Cloud Functions RAG Dialogflow CX Telephony Serverless Document Grounding

Senior Manager - AI Solutions Architect

EXL

Aug 2021 - Nov 2024 (3 years 3 months)

Led a team of developers, migrated a claims-processing system to serverless architecture reducing cloud costs by 40%, and built computer vision and machine learning models including a patented YOLO-based MICR detector.

AWS Lambda Amazon SQS EC2 YOLO OpenCV XGBoost TF IDF Sagemaker Mistral 7B Team Leadership Python

Data Scientist

Indegene

Feb 2018 - Aug 2021 (3 years 6 months)

Developed a voice assistant for sales reps, built an LSTM-based text generator for training data, and created a Neo4j knowledge graph mapping healthcare professional relationships.