Imthadh
Ahamed
Building production-grade AI Agents, RAG Systems & Scalable Cloud Applications specialized in LLM Engineering, Full-Stack Development, and AWS & Azure deployments.
About Me
I'm Imthadh Ahamed — an AI Software Engineer focused on building production-grade AI systems, cloud-native applications, and intelligent automation solutions. My work spans Agentic AI architectures, RAG pipelines, LLM integrations, and scalable full-stack platforms deployed across AWS and Azure.
I have contributed to cryptocurrency platforms, logistics systems, IoT automation, HRM applications, and enterprise business tools— delivering measurable outcomes including automated workflows that eliminated manual intervention, real-time IoT monitoring platforms, and AI-powered decision-support systems used across multiple departments.
LangChain · LangGraph · ChromaDB · Pinecone
AWS ECS · EC2 · S3 · Azure · Docker · CI/CD
FastAPI · NestJS · Next.js · PostgreSQL · MongoDB
Prompt Engineering · Vector Embeddings · Fine-tuning
Work Experience
A journey of building real-world AI, cloud, and enterprise systems across 4+ years.
Backergy Soft
CurrentDubai — Remote
Software Engineer
Nov 2025 – PresentBuilding enterprise-grade full-stack and AI applications across crypto, logistics, and business automation domains.
- Architected 3+ production AI systems (Agentic RAG, crypto backend, logistics platform) deployed on AWS with Docker & GitHub Actions CI/CD
- Designed secure NestJS microservices handling cryptocurrency transaction flows with PostgreSQL and role-based access control
- Built Agentic AI workflows using LangChain & vector databases, enabling intelligent document processing and enterprise automation
Jay Jay Mills Lanka PVT LTD
Sri Lanka — Onsite
Business Transformation Executive — AI Software Engineer
Mar 2025 – Dec 2025Led AI digital transformation across the enterprise from RAG systems to IoT-integrated monitoring platforms.
- Designed Agentic RAG systems that replaced manual document search across the company knowledge base, cutting retrieval time dramatically
- Built IoT automation platform connecting 20+ industrial sensors to real-time enterprise dashboards using Node.js, Python, and Azure
- Managed and mentored 5+ engineering interns, overseeing task planning and technical delivery across AI, IoT, and full-stack projects
Expernetic PVT LTD
Sri Lanka — Onsite
Intern, Associate Software Engineer
Jul 2024 – Mar 2025Developed backend services and frontend components for enterprise HRM and business management platforms.
- Designed RESTful APIs following Clean Architecture & CQRS patterns for an HRM platform serving 500+ employees with full test coverage
- Integrated Azure Blob Storage and Service Bus enabling reliable distributed messaging between 3+ microservices with zero data loss
- Built React + RTK Query UI components with test automation coverage, reducing manual QA effort across key business workflows
AtomyCoders PVT LTD
Sri Lanka — Onsite
Trainee Software Engineer
Jul 2022 – Jun 2024Developed and shipped full-stack ERP and POS systems, improving performance and cloud delivery workflows.
- Built ERP & POS system features handling 1,000+ daily transactions
- Implemented Redis caching layer that significantly reduced API response times across high-traffic product catalogue endpoints
- Set up CI/CD pipelines and deployed containerised apps on AWS Amplify and App Runner, streamlining cross-team release cycles
Impact & Achievements
Real systems. Real outcomes. Here's what I've delivered across 4+ years of engineering.
AI Applications Deployed
Years of Experience
Enterprise Companies
Cloud Deployments
Architected and shipped Agentic AI & RAG systems serving enterprise clients across crypto, logistics, and business automation domains on AWS
Developed and deployed 10+ production full-stack applications across crypto, logistics, IoT, HRM, and enterprise business platforms
Automated business workflows that eliminated hours of manual operational effort — applied across multiple departments at enterprise level
Led AI digital transformation at a manufacturing enterprise, managing interns and delivering AI-powered decision-support systems
Deployed containerised cloud-native applications using Docker, GitHub Actions CI/CD, AWS ECS, App Runner, and Azure services
Built multi-agent RAG architectures outperforming traditional ML baselines (KNN, Random Forest, XGBoost) on semantic retrieval tasks
My Education
Academic foundations that underpin my technical expertise.
Sri Lanka Institute of Information Technology (SLIIT)
BSc (Hons) in Information Technology
Specialization: Data Science / AI
KM/ Zahira College Kalmunai
Physical Science
Featured Projects
Production-grade AI systems and full-stack applications — each built to solve real problems with measurable outcomes.
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Outperformed KNN, Random Forest & XGBoost on semantic retrieval
Career Guidance — Agentic RAG System
RAG pipeline with HNSW vector indexing retrieves semantically relevant Sri Lankan tertiary education courses. Agentic routing selects the best retrieval strategy per query type.
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Eliminates hours of manual job application effort per session
Job Seek Agent — AI Career Assistant
Automated resume tailoring, cover letter generation, interview prep, and job-profile compatibility scoring. Orchestrated by LangGraph with multi-agent collaboration and ChromaDB memory.
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End-to-end itinerary via 5+ coordinated specialized agents in one session
Multi-Agent Travel Assistant
Coordinated planning, booking, budgeting, and recommendation agents with shared memory context, enabling complete travel itinerary generation through natural conversation.
Core Capabilities
From AI engineering and cloud infrastructure to full-stack delivery — the tools I use to build production systems.
AI Agents / RAG
LangChain
Vector DBs
Python
AWS
Azure
Docker
GitHub Actions
Vercel
Git
FastAPI
NestJS
Node.js
C# / .NET
React
Next.js
TypeScript
Tailwind CSS
PostgreSQL
MongoDB
Redis
MySQL
TypeScript
JavaScript
Java
SQL
Licences & Certifications
Verified credentials demonstrating expertise in cloud computing and AI/ML engineering.
AWS Academy Graduate
Cloud Web Application Builder
Amazon Web Services (AWS Academy)
2024AI/ML Engineer — Stage 1
Foundations of Machine Learning & AI
Sri Lanka Institute of Information Technology (SLIIT)
2023AI/ML Engineer — Stage 2
Advanced AI Systems & LLM Engineering
Sri Lanka Institute of Information Technology (SLIIT)
2024Currently Working On
Active Focus AreasAgentic AI Systems
Multi-agent orchestration with LangGraph, tool-calling, and persistent memory
Enterprise RAG Platforms
Production-grade hybrid search with reranking, chunking strategies, and evaluation
AWS Cloud Deployments
Scalable microservices on ECS, RDS, and API Gateway with IaC workflows
AI Business Automation
End-to-end workflow automation replacing manual processes using LLM pipelines
Open to AI Engineering, Full-Stack Development, and AI Consulting opportunities.
Featured Blogs
Sharing insights on AI engineering, cloud-native development, and software architecture through technical write-ups.
Let's Build AI Solutions Together
Available for AI Engineering & Full-Stack Development opportunities. Drop me a message — I reply within 24 hours.
Ready to Collaborate
Whether you need an AI Engineer to build Agentic AI systems, RAG pipelines, or full-stack cloud applications — or you just want to explore a project idea together — I'm open and ready to talk.
