- Architected an agentic AI underwriting assistant in TypeScript on the Mastra framework, orchestrating intake, carrier-assessment, and underwriting Q&A.
- Built a RAG pipeline over carrier guidelines into a vector database to ground responses and cut hallucinations.
- Integrated OpenRouter as a multi-tier model gateway balancing latency, cost, and accuracy.
- Built modular agent skills for parallel risk assessment across 6 carriers with applicant-scoped multi-tenant access control.
01 / About
A full-stack software engineer with 2 years of production experience, now specializing in agentic AI and LLM application development. Strong foundation across React, Next.js, Node.js, and REST API design — backed by hands-on AWS, CI/CD, and Git. Based in Edmonton, AB, open to roles across Canada.
02 / Experience
Where I’ve shipped
- Shipped a React + TypeScript analytics UI on an internal platform via CI/CD (CodeDeploy, S3).
- Cut page response time 40% with custom Java REST endpoints over Elasticsearch.
- Designed a cross-region AWS pipeline (Kinesis, EventBridge, Java Lambdas) streaming up to 100k records per request.
- Owned customer-facing pages and a statistics dashboard in React.
- Built Node.js REST services; improved API response time 30% via query tuning and indexing on PostgreSQL / MySQL.
- Delivered features on a two-week Agile sprint cadence.
03 / Selected work
Things I’ve built
Featured2026
Agentic Underwriting Assistant
A multi-step agentic AI that grounds underwriting decisions in carrier rules — an end-to-end production LLM application, shipped.
- RAG over a vector database to ground answers & cut hallucinations
- Multi-tier OpenRouter gateway balancing latency, cost & accuracy
- Parallel risk assessment across 6 carriers with rate-class recommendation
- Applicant-scoped multi-tenant access control
TypeScriptMastraOpenRouterVector DBRAGMulti-tenant
2025
Internal Analytics Platform
A high-throughput analytics UI + data pipeline shipped inside Amazon.
- 40% faster analytics pages via custom Java aggregation endpoints
- Cross-region pipeline: Kinesis, EventBridge & Java Lambdas
- Streamed up to 100,000 records from Elasticsearch per request
- Shipped through code review & CI/CD (CodeDeploy, S3)
ReactTypeScriptJavaElasticsearchAWS
2023
Statistics Dashboard & Web App
A customer-facing React dashboard with a tuned Node.js data layer.
- Owned UI end to end: layout, styling, responsive & cross-browser
- Node.js REST services powering the dashboard data layer
- 30% faster APIs via query tuning & indexing on PostgreSQL / MySQL
- Delivered in Agile sprints with product, design & QA
React.jsNode.jsPostgreSQLMySQL
04 / Skills
The toolkit
AI / LLM
Agentic AIRAGVector DatabasesSemantic RetrievalLLM OrchestrationMastraOpenRouterPrompt Design
Languages
TypeScriptJavaScriptJavaC#SQL
Frontend
ReactNext.js
Backend
Node.jsExpressNest.js.NET CoreREST
Data
PostgreSQLMySQLElasticsearchVector DBs
Cloud / DevOps
AWS LambdaS3KinesisEventBridgeCodeDeployDynamoDBDockerCI/CDGit
Testing
Jest
05 / Education
Concordia University of EdmontonMSc, Information Technology2024 — 2025
Ganpat UniversityBE, Computer Engineering2018 — 2022
06 / Contact
Open to AI-engineering roles across Canada. Let’s build something.
vadsolajill@gmail.com