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devang pant

@devangpant

AI Product Analyst building compliant production GenAI for regulated enterprises, owning discovery-to-deployment and shipping live AI products.

India

Message

What I'm looking for

I’m looking to own end-to-end GenAI product delivery in regulated enterprises—turning customer discovery into compliant technical designs, building fast, and shipping production systems that improve reporting, automation, and decision-making.

I’m an AI Product professional with 3+ years delivering production GenAI across regulated enterprise environments, and I own the full lifecycle from customer discovery to deployment. As an AWS Certified Solutions Architect — Associate (SAA-C03), I turn ambiguous business requirements into compliant, shipped solutions, including building and running core financial reporting across 25+ clients.

I’ve led 4GenAI initiatives end-to-end, built a KAG knowledge-graph pipeline for context-aware reasoning, and accelerated QA with a Synthetic Data Generator and a Fitness Checker Agent. I’m also founder of two live AI products, and I’ve delivered 7 production go-lives with zero downtime (lead on 4), earning twice WOW Best Performer for delivery excellence.

Experience

Work history, roles, and key accomplishments

Current

AI Product Analyst

Current

Sapiens

May 2023 - May 2023 (0 months)

Shipped 7 production GenAI go-lives with zero downtime in regulated enterprise environments — spanning RAG/KAG retrieval pipelines and agentic workflows.
Built and deployed GenAI systems for document intelligence, data validation, and configuration automation, moving rule-driven and LLM-assisted workflows from prototype to production.

SQL Claude Code MCP AWS Pre Sales Generative AI General Ledger Migration Stakeholder Management DMS Solution Design Solutions Engineering Solution Architecture GenAI Gen AI Systems APIs API Integration API Design API Development

Associate Business Analyst

Sapiens

May 2023 - Aug 2025 (2 years 3 months)

Delivered across $10M+ of enterprise transformation programs spanning data migration, core feature launches, and automated financial reporting. Built a SQL validation and reconciliation framework adopted as the team's standard, catching 150+ data-integrity issues before they ever hit the client UAT. Pioneered the team's first LLM-based automation, seeding the 4 GenAI initiatives now in production.

SQL Claude Code MCP AWS Pre Sales Generative AI General Ledger Migration Stakeholder Management

Predictive Modeling Intern

Appinventiv Technologies

May 2022 - Sep 2022 (4 months)

Engineered a churn-prediction model (F1: 0.85) to drive retention targeting. Performed EDA on 50K+ records and created Power BI dashboards for weekly stakeholder reviews.

Churn Modeling predictive modeling Retention Power BI Data Visualization