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Isha Shenolikar

Isha Shenolikar

AI & Blockchain Engineer | LLM | RAG | Backend Systems

Talent
PuneMember since May 21, 2026
RAG PipelinesHyperledger FabricPolygonAlgorandNode.jsGit
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RAG PipelinesHyperledger FabricPolygonAlgorandNode.js

About

AI & Blockchain Engineer with 4.5 years of experience building enterprise-grade systems combining distributed ledgers and applied AI. Specialized in LLM-powered compliance engines, Retrieval-Augmented Generation (RAG) pipelines, ESG analytics, and blockchain-based traceability platforms using Hyperledger Fabric and EVM chains. Proven experience in designing AI-driven compliance validation systems (CBAM, CCTS, PCF), automated ESG report generation, and decision-support engines leveraging LLMs.

Strong background in backend architecture, API development, and scalable system design for real-world regulatory and sustainability use cases.

Experience working on AI + Blockchain hybrid systems for sustainability, compliance, and traceability use cases.

Experience

AI & Blockchain Engineer at RePut.ai (2025-05 – Present)

  • Designed and built AI-powered compliance engines for CBAM, CCTS, and PCF frameworks using LLMs and rule-based validation systems, reducing manual compliance validation effort by ~50% and enabling automated executive-level reporting.
  • Developed Retrieval-Augmented Generation (RAG) pipelines integrating structured compliance rules and unstructured documents to generate accurate, context-aware AI responses.
  • Built dynamic AI-driven ESG report generation systems transforming raw compliance data into client-ready executive reports, significantly improving reporting speed and decision-making efficiency.
  • Integrated LLM-based decision-support systems with blockchain (Hyperledger Fabric) to ensure auditability and data integrity in compliance workflows.
  • Architected end-to-end AI + blockchain pipelines combining on-chain traceability (Fabric) with off-chain AI processing for supply chain intelligence and sustainability reporting.
  • Developed backend APIs to orchestrate AI pipelines, compliance validation logic, and blockchain interactions.
  • Designed AI-powered traceability assistant using RAG architecture to answer supply chain and compliance queries using on-chain and off-chain data sources.
  • Contributed to hybrid blockchain architecture (Fabric + Polygon) for carbon credit lifecycle and marketplace systems.

Blockchain Engineer at Snapper Future Tech Pvt. Ltd. (2021-08 – 2025-05)

  • Designed and deployed Hyperledger Fabric networks with multi-organization and multi-channel architecture.
  • Developed Golang chaincode for secure asset lifecycle and access control workflows.
  • Built backend APIs in Node.js for blockchain integration with web applications.
  • Developed smart contracts on Polygon and Algorand for NFT and marketplace systems.

Education

Master of Computer Science in Computer Science – Pune University (2019 – 2021)

Bachelor of Computer Science in Computer Science – Pune University (2016 – 2019)

Skills

AI & Blockchain EngineerLLMRAGBackend Systems

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