Hello, I am

Salini Devi R

Director of Software Engineering

FinTech Platform Architect · AI-Driven Engineering Adoption · Multi-Agent AI Systems · FIX/SWIFT

About

Architects and evolves end-to-end FinTech platforms, driving Technology Strategy through Microservices, Event-Driven Architecture (.NET Core/Akka.NET), Cloud-native AWS patterns, and DevSecOps practices to deliver high-performance, scalable, resilient, and compliant FIX/SWIFT financial systems.

Currently leading AI-driven engineering adoption at InvestCloud. Beyond the day job, actively building AI systems hands-on: shipped a multi-agent RAG platform at an internal hackathon, a WhatsApp-first inventory intelligence prototype on Amazon Bedrock at the AI for Bharat Hackathon (AWS), and an LLM-powered GitHub code review assistant as an independent project.

18+ years in product engineering with 16+ years building, scaling, and evolving the same FinTech platform across three company transitions (Oakdene > Babel Systems > InvestCloud), with full lifecycle ownership of trading, settlement (CREST), payments (SWIFT/FIX), accounting, tax, and regulatory workflows.

Architecture GovernancePlatform ModernizationEvent-Driven MicroservicesDevSecOps & CI/CDAI/LLM Engineering AdoptionMulti-Agent AI Systems & RAG
18+
Years Experience
16+
Years Same Platform
800+
Concurrent Users
100K+
Clients Served

Experience

May 2025 – Present

Director of Software Engineering

InvestCloud Inc. · Bangalore, India

  • Leading AI-driven engineering adoption — coaching engineers on Claude Code, Cursor, Glean AI, and GitHub Copilot
  • Built LUCID at the internal hackathon — a multi-agent RAG-powered operations intelligence platform with 5 AI agents
  • Governing architecture standards, reviews, and best practices
  • Driving DevSecOps with Snyk and CI/CD gates — cut release time by 60%, defects by 50%
  • Built custom Glean AI agents for BA/QA knowledge transfer
  • Created a Jira-integrated release note generator agent
  • Partnered with delivery teams on ISO 20022 SWIFT migration
  • Optimised platform to support 800 concurrent users and 100K+ clients
  • Driving AI usage efficiency measurement across engineering
Jul 2015 – Apr 2025

Technical Architect

InvestCloud Inc. · Bangalore, India

  • Delivered 90% performance improvement via Akka.NET actor model, in-memory caching, and optimised SQL
  • Implemented FIX engine and SWIFT parsers ensuring 100% protocol adherence
  • Redesigned Tax Lot Accounting for UK/US, reducing computation errors by 40%
  • Built configurable Interest Calculation Engine with precision and auditability
  • Conducted architecture/code reviews, improving team efficiency by 30%
  • Delivered a real-time scheduling engine improving throughput predictability
Feb 2011 – Jul 2015

Associate Technical Architect

Babel Systems (India) Pvt. Ltd. · Bangalore, India

  • Integrated IRESS and QFI trading platforms, improving execution accuracy and speed
  • Built reusable logging and caching components, increasing delivery speed
  • Created FIX protocol test harnesses, accelerating QA by 25%
Mar 2009 – Jan 2011

Associate Technical Consultant

Oakdene India Software Services Pvt. Ltd. · Bangalore, India

  • Delivered a configurable transaction framework, cutting time-to-market
  • Integrated HMRC UK tax systems ensuring compliance and data integrity
  • Designed foundational components for the long-lived FinTech platform
Jun 2007 – Oct 2008

Software Consultant

Hewlett Packard · Bangalore, India

  • Delivered enterprise application enhancements and customizations
  • Translated business requirements into scalable technical designs

Key Achievements

FinTech Platform Creation & Evolution

Built the core FinTech platform from the ground up and evolved it across three company transitions — trading, settlement, payments, tax, and regulatory workflows

AI-Driven Engineering Transformation

Led adoption of Claude Code and Glean AI at InvestCloud; independently shipped multi-agent RAG systems and an Amazon Bedrock hackathon prototype

Platform Modernization & DevSecOps

Instituted CI/CD and DevSecOps (Snyk) — deployment time reduced by 60%, defects reduced by 50%

High-Performance Event Processing

Applied Akka.NET Actor Model, Redis caching, and optimised SQL to achieve up to 90% performance improvement

Global Leadership & Engineering Maturity

Scaled global teams (20+); formalised architecture reviews; onboarding time reduced by 60%

AI Projects

LUCID

InvestCloud Internal Hackathon | 2026

AI-Powered Financial Operations Intelligence

Multi-agent AI system with RAG and knowledge graph integration to automate financial operations triage across SWIFT messaging, queue monitoring, and reconciliation workflows. Features 5 specialised agents, ChromaDB vector search with SentenceTransformer embeddings, and a NetworkX knowledge graph with 70+ keyword patterns.

5 AI AgentsRAG PipelineKnowledge GraphSWIFT ParsingReal-time Dashboard
Python 3.14FastAPIStreamlitChromaDBSentenceTransformersNetworkXOpenAI/Anthropic/GeminiPydantic v2

Retail AI Intelligence

AI for Bharat Hackathon (AWS) | Independent | 2026

WhatsApp-First Inventory Platform

WhatsApp-first inventory intelligence platform for India's 12 million small retailers. Built on Amazon Bedrock (Claude 3 Haiku) — achieved 94% AI accuracy, under 300ms response time, INR 220/store/month unit economics.

94% AI Accuracy< 300ms ResponseServerlessWhatsApp-First
Amazon BedrockClaude 3 HaikuAWS LambdaDynamoDBEventBridgePython
Watch Demo

LLM Code Review Assistant

Independent Project | 2025

AI-Driven Code Quality

AI/LLM-driven Code Review Assistant integrated with GitHub, improving review consistency, learning velocity, and engineering quality. Demonstrates hands-on LLM integration capability beyond enterprise platform work.

LLM-PoweredGitHub IntegrationCode Quality
PythonOpenAI APIGitHub APILLM Integration

Skills

Languages & Frameworks

C#.NET CorePythonNode.jsSQLFastAPIAkka.NETStreamlitPydantic

AI/ML & LLM

RAGChromaDBSentenceTransformersKnowledge Graphs (NetworkX)Multi-Agent ArchitecturesAmazon Bedrock (Claude)OpenAIAnthropic ClaudePrompt Engineering

Cloud & Infrastructure

AWS BedrockAWS LambdaDynamoDBEventBridgeSageMakerSAMComprehendRedisMSMQSQL Server

AI Developer Tools

Claude Code (Skills, Hooks, Agents, MCP)CursorKiro (AWS)AntigravityGlean AI (Custom Agents)GitHub Copilot

Protocols & Standards

SWIFT (MT940, MT535, MT564, MT566)FIX ProtocolCREST

Practices

Architecture Review BoardsDevSecOps (Snyk)CI/CDObservabilityHigh AvailabilityEvent-Driven Architecture

Education

Master of Computer Applications (MCA)

Annamalai University

2004 – 2007

Bachelor of Computer Applications (BCA)

Annai Therasa College

2001 – 2004

Certifications

Enterprise Architecture Foundations
Artificial Intelligence Foundations: Machine Learning
ML Foundations: Linear Algebra
Machine Learning Foundations: Linear Algebra
DevOps Foundations: Going Cloud-Native

Get in Touch

Open to discussing engineering leadership opportunities, AI strategy, or collaboration on innovative projects. Let's connect.