01.About Me
I build the systems that make AI actually work in production. Right now, I'm building AppGen, a coding agent that turns natural language into fully deployed applications. Describe what you want, and it writes, builds, and ships production-ready code autonomously.
Over 12 years, I've gone from writing payment middleware for banks in Fiji to architecting AI Agent platforms that power enterprise workflows at scale. I've been a founding engineer, a sole backend developer, and now I lead engineering teams shipping products used by real businesses every day.
At AI Squared, I architected an end-to-end AI platform. Visual workflow builders, Agent-to-Agent communication protocols, RAG pipelines, and a full Reverse ETL engine with 30+ data connectors. Before that, I built real-time CDPs processing millions of customer events, designed OAuth systems securing healthcare data for 50+ hospitals, and wrote ISO-8583 financial middleware from scratch.
I think in systems, ship in weeks, and write code in Ruby, Python, and Java. Whatever the problem demands. If you need someone who can design the architecture, build the core engine, and lead the team that scales it, let's talk.
02.Featured Work — AI Squared
Key features I architected and built at AI Squared — an enterprise AI platform for agents, workflows, and data activation.
AppGen: AI Coding Agent
Building NowA coding agent that turns natural language into production-ready applications. Users describe what they want and AppGen writes the code, builds it, and deploys it autonomously.
- →Natural language to fully deployed applications
- →Autonomous code generation, build, and deployment pipeline
- →Session-based iterative development with AI feedback loop
- →Remote code execution sandbox for safe experimentation
- →Prompt engineering layer for optimal code output
AI Agent Workflow Builder
Visual canvas for building complex AI agent workflows with drag-and-drop components, conditional logic, and human-in-the-loop approvals.
- →Visual workflow canvas with components and edges
- →Multiple trigger types: chatbot, API, scheduled, Slack
- →Workflow versioning with restore capabilities
- →Human-in-the-loop approval steps
- →Workflow templates for quick starts
Agent-to-Agent (A2A) Protocol
Inter-agent communication protocol enabling autonomous agents to discover, message, and collaborate with each other.
- →Agent discovery via Agent Cards
- →Structured messaging between agents
- →Tool sharing across agent boundaries
- →Seamless integration with workflow engine
Model Context Protocol (MCP) Integration
Standardized protocol for connecting LLMs to external tools and data sources with HTTP and SSE support.
- →MCP client with HTTP and SSE transport
- →LangChain tool compatibility layer
- →Dynamic tool discovery and registration
- →Streamable HTTP connections
Knowledge Base & RAG Pipeline
Vector-based knowledge management system for building RAG-powered AI applications with contextual retrieval.
- →Document ingestion and chunking pipeline
- →Vector DB support: Pinecone, Qdrant, Weaviate
- →Similarity search for contextual responses
- →Configurable embedding models
Data Apps & Visual Builder
No-code platform for building interactive dashboards and AI-powered user interfaces with real-time data.
- →Drag-and-drop visual component builder
- →Real-time data streaming and fetching
- →Embed, no-code, and AI assistant modes
- →Custom visual components and templates
Reverse ETL & Data Connectors
Enterprise data activation engine syncing data from warehouses to 27+ operational tools with 30+ source connectors.
- →30+ source connectors (Snowflake, BigQuery, Redshift, etc.)
- →27+ destination connectors (Salesforce, HubSpot, Slack, etc.)
- →Real-time and batch sync modes
- →10+ LLM provider integrations
03.Experience
AI Squared
Senior Staff Engineer
May 2024 - Present
AI / ML- •Leading the engineering team building an enterprise AI platform: AI Agents, Workflows, Data Apps, AppGen, and 30+ data connectors.
- •Currently building AppGen, a coding agent that generates and deploys production-ready apps from natural language.
- •Architected core platform features: Workflow Builder, A2A protocol, MCP integration, RAG pipeline, and Reverse ETL engine.
- •Integrated 10+ LLM providers (OpenAI, Claude, Bedrock, Vertex, WatsonX) with 30+ source and 27+ destination connectors.
Multiwoven
Founding Engineer
Feb 2024 - May 2024
Data / Open SourceReal-time data activation and Reverse ETL platform syncing data from modern warehouses into operational tools and powering AI-driven workflows at scale.
- •Architected and led the development of Multiwoven's core Reverse ETL engine, enabling low-latency, high-throughput data syncs.
- •Collaborated directly with the Founders and cross-functional teams to define the product roadmap and build a strong engineering foundation.
Algonomy
Senior Software Engineer IV
Sep 2021 - Feb 2024
CDP / MarTechReal-Time Customer Data Platform (RCDP), a central repository for customer information enabling real-time insights and personalized experiences.
- •Worked on Real-Time CDP services: Real Time Segmentation, Batch Data Upload, Unified Customer Profile.
- •Implemented User management microservice.
- •Built front-end pages (Deal Page and Checkout Page) in React.
HealthEdge
Senior Software Engineer
May 2018 - Aug 2021
HealthCare- •Designed and upgraded the logging framework; implemented EFK stack handling 60GB logs/month for 50+ customers.
- •Implemented micrometer with EFK for application monitoring and tracing.
- •Architected Authentication microservice using Spring OAuth2.0 with RBAC and ABAC.
- •Wrote custom plugin for Kong API Gateway for cross-service authorization.
- •Built Data Lake solution using Oracle GoldenGate, Apache Spark, and Hive.
6D Technologies
Senior Software Engineer
Dec 2015 - Apr 2018
Telecom / FinTech- •Architected and built ISO-8583 middleware from scratch for a bank in Fiji. Sole backend developer.
- •Created HSM (Hardware Security Module) simulator for encryption and decryption.
- •Designed and developed M-Wallet & Payment Gateway for African region and MTN group.
- •Worked on cross-border payment platform with BOE integration.
Vuelogix Technologies
Software Engineer
Apr 2014 - Oct 2015
IoT- •Worked with SNMP and Modbus monitoring protocols for remote IoT monitoring.
- •Implemented Java multithreading solutions and design patterns.
04.Skills
Languages
Frameworks
Databases & Storage
Infrastructure
AI & ML
Practices
05.Projects
BestPricey.com
Shopping research engine for MENA region
- •Data infrastructure and crawler pipeline
- •Real-time system tracking price of around 60K products
06.Education
College of Engineering, Trivandrum
B.Tech in Computer Science
June 2009 - May 2013
07. What's Next?
Get In Touch
I'm always open to discussing new opportunities, interesting projects, or just having a chat about technology. Feel free to reach out!
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