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yash trivedi

@yashtrivedi1

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AI Engineer at Finastra who built an ML-powered bill of materials platform and a RAG chatbot serving 200+ users.

India

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At Finastra, I built an ML-powered Bill of Materials generation platform for Finastra Essence, replacing manual capacity-planning spreadsheets. I also developed its full-stack application and dashboard, with automated publishing to GitHub and SharePoint.

I engineered a production-grade RAG chatbot on Azure AI that serves 200+ users across 10K+ documents, improving retrieval accuracy from 78% to 90% and reducing response latency by 30%. Previously, I worked on AI and workflow automation at Novel Office and developed a case review portal as an intern at Nutanix.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

Finastra

Sep 2025 - Present (1 year 1 month)

Built an ML-powered Bill of Materials generation platform and a production-grade RAG chatbot on Azure AI, improving retrieval accuracy and reducing latency. Developed full-stack applications and automation platforms for database health checks and migration monitoring.

Python Flask Streamlit Azure OpenAI Azure AI Search RAG PostgreSQL Oracle DB2 Vue3 Vite Pinia REST APIs Microsoft Graph API GitHub API Machine Learning Ridge Cross Validation Model Deployment

AI Engineer

Novel Office

Jun 2025 - Sep 2025 (3 months)

Improved chatbot accuracy by 35% with a hybrid RAG system and automated business workflows using Python-based AI/ML pipelines. Fine-tuned LLMs for call outcome prediction and text summarization.

Python RAG Knowledge Graphs Vector Search Lang Chain GPT 4o Mini LLaMA OCR Speech to Text REST APIs ERP Integration Machine Learning LLM Fine tuning

Intern

Nutanix

Jan 2025 - Jun 2025 (5 months)

Developed a full-stack case review portal using Flask, PostgreSQL, and Salesforce APIs, reducing manual review time by 30%. Engineered response delay metrics and built robust RESTful APIs for monitoring and analytics.

Python Flask PostgreSQL Salesforce API REST APIs Backend Development Data Analysis Monitoring