Isha Shenolikar
AI & Blockchain Engineer | LLM | RAG | Backend Systems
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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)

