Hi, I'm Spandan Ghosh, a Software Engineer at UBS in Pune building microservices for global Investment Banking client onboarding, Spring Boot, KYC automation, and financial security systems day to day. I'm applying for the AI-Powered Assistant for Mifos X WebApp using MCP project and have attached a draft proposal for feedback before the submission window opens. The proposal covers a dual LLM adapter supporting both cloud (Claude/GPT-4) and on-premise (Ollama/Llama 3) deployments, an MCP tool registry mapped to Mifos X REST APIs, PII masking, role-based tool access, and an embeddable chat widget. I would welcome any guidance on the on-premise deployment assumptions and whether the tool scope aligns with what the community has in mind.
Open to discussing further on Slack or over a call. Spandan Ghosh [email protected] | +91-9748402519
Spandan_Ghosh_GSoC2026_Proposal_CLEAN.docx
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