Full-stack & AI engineer · Dubai

Hi, I'm Ajith. I build intelligent software.

Seven years of full-stack engineering, now shipping AI and LLM features inside corporate-banking systems at Emirates NBD.

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Years experience
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Projects shipped
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Technologies

What I build with AI

RAG pipelines, LLM agents and machine-learning models, shipped inside real products.

01

LLMs & RAG architectures

Context-aware document search engines, vector databases (Chroma / FAISS) and prompt-engineered workflows using Claude, OpenAI and local Ollama models.

RAG pipelinesOllama / LLMsPythonLangChain
02

Agentic AI & automation

Autonomous agent workflows that write, audit and optimise code, automate CI/CD tasks and process unstructured business data — including in-sprint AI automation in corporate banking.

AI agentsPrompt engineeringClaude CodePyTorch
03

Machine learning & data

Data pipelines and statistical prediction models with Python, Pandas and NumPy for financial markets, analytics dashboards and mobile-app engines.

Data sciencePandas / NumPyScikit-learnMongoDB

Tools & technologies

Filter by area or search. Bars show hands-on depth, and the assistant can give context on any of them.

Python 3
AI · data · scripting
4y+
LLMs & RAG
Claude · OpenAI · Ollama
3y+
AI agents & prompts
Agentic automation
3y+
Pandas / NumPy
Data analysis · ML
3y+
JavaScript (ES6+)
Core language
7y+
TypeScript
Type-safe services
5y+
React / Next.js
Modern frontend · SSR
6y+
Node.js / Express
Microservices · APIs
6y+
Angular
Enterprise portals
3y+
Vue.js
Progressive web apps
2y+
PHP / Laravel
Full-stack framework
4y+
Tailwind / CSS / UI-UX
High-fidelity interfaces
7y+
REST · GraphQL · Kafka
APIs · WebSockets · Protobuf
6y+
Golang
Backend functions
2y+
Swift / SwiftUI
Native iOS · WidgetKit
3y+
Kotlin / Android
Native mobile
3y+
React Native
Cross-platform apps
3y+
Flutter / Dart
Cross-platform apps
2y+
MongoDB
NoSQL · Atlas
5y+
MySQL / MariaDB
Relational SQL
6y+
PostgreSQL / OracleDB
Enterprise data
4y+
Redis · DynamoDB · Neo4j
Cache · KV · graph
5y+
Amazon AWS
EKS · Lambda · RDS · S3
5y+
Docker / Kubernetes
Containers · orchestration
4y+
CI/CD · Jenkins
Bitbucket pipelines
4y+
Git · Jira · Agile
Version control · sprints
7y+
Linux & Bash
Server administration
7y+

Featured projects

Enterprise platforms, cloud services and mobile apps shipped to real users.

Analytics & AI

reach52 Insights

Insights analytics platform
2023 – present · reach52 · AWS EKS

Enterprise monitoring platform presenting complex analytical and statistical data in human-friendly formats for global healthcare projects.

Node.jsReact / ReduxPostgreSQLBitbucket Pipelines
Admin suite

reach52 Connect

Admin & campaign automation
2022 – 2023 · reach52 · AWS EC2 / Jenkins

Internal business-administration system automating user tracking, campaign creation and daily operations across distributed teams.

Node.jsAngularMaterial UIMongoDB
Next.js PWA

Tutorhow Front Desk

Virtual front desk & lead LMS
2020 – 2021 · Tutorhow · Lead developer

High-performance Progressive Web App for lead management with graph data, backend micro-functions and multi-database persistence.

Next.js (full stack)GolangNeo4jMongoDB & Redis
Mobile app

Tutorhow Mobile

White-labelled training app
2019 – 2021 · Tutorhow · Serverless

White-labelled mobile application for edtech clients to run training institutes, backed by serverless cloud infrastructure.

React NativeAWS LambdaMongoDB Atlas
EdTech

Tutorhow ETO

Online learning & fee platform
2019 – 2021 · Tutorhow · VPS

Online-class platform letting educators market under their own brand, collect fees, schedule classes and grade assignments.

PHP LaravelNode.jsMySQL & DynamoDB
iOS · SwiftUI

Gold Vault Tracker

Precious-metals investment app
2023 – present · Personal · App Store

Native iOS asset-tracking app with WidgetKit home-screen widgets, real-time market APIs and biometric authentication.

SwiftSwiftUIWidgetKit

Where I've worked

Corporate banking, cloud microservices and edtech platforms.

Full Stack Engineer · Corporate Banking
11/2024 – Present
Emirates NBD (via Synechron Technologies)
Dubai, UAE

Developing corporate-banking applications for Relationship-Manager daily management and deal processing. Prioritised AI-based (Claude) development with in-sprint automation. React and Node.js on custom frameworks, MongoDB primary store, OracleDB for shared services.

Claude AI automationReactNode.jsMongoDBOracleDB
Full Stack Engineer
01/2022 – 11/2024
reach52 Pte. Ltd.
Singapore (remote)

Engineered microservices-based data-management and analytics applications. Next.js, Node.js (Express), MongoDB and AWS (EKS, EC2, Lambda, S3, RDS, ElastiCache). CI/CD via Jenkins, Bitbucket Pipelines, Docker and Kubernetes.

Next.js / ReactNode.jsAngular & ReduxAWS (EKS, Lambda)Docker & K8s
Lead Developer · Full Stack Engineer
01/2020 – 12/2021
Tutorhow Scientific Edutech Pvt. Ltd.
Cochin, India

Led a team of 3 developers and 2 QA engineers. Built scalable applications with Next.js, Tailwind CSS, Laravel, MongoDB, MySQL, MariaDB, Redis, DynamoDB and WebSockets; React Native mobile apps and real-time audio/video tools.

Team leadNext.js / TailwindReact NativeLaravel / PHPWebSockets
Systems Engineer
06/2019 – 01/2020
Infosys Ltd.
Bangalore, India

Modified web applications written in Python and provided specialised technical support and resolution on the ServiceNow enterprise platform.

PythonServiceNowWeb applications
Bachelor of Computer Application (BCA)
Mahatma Gandhi University · Kottayam, India · 2016 – 2019
7.7CGPA