GenAI Agentic AI & Data Architecture Consultant
Isuru Eshan
Principal AI & Data Engineer | Full Stack Solutions Architect
13+ years of experience transforming complex business requirements into production-ready AI, data, and SaaS platforms[cite: 1]. Specialist in LLM applications, real-time streaming data engineering, cloud-native architecture, and end-to-end enterprise platform delivery[cite: 1].
Core Expertise
AI & Machine Learning
Generative AI
Agentic AI
LLM Applications
LoRA / PEFT
Apple MLX
Llama-3.2
PyTorch
TensorFlow
NLP
Recommendation Systems
Data Engineering & Streaming
Apache Kafka
Apache Flink
Spark / PySpark
Debezium (CDC)
Apache Iceberg
Hadoop
Snowflake
ETL / ELT
HTAP Architecture
Data Warehousing
Full Stack & API Ecosystems
Python
FastAPI
TypeScript
Node.js
Next.js
NestJS
PHP
REST
GraphQL
gRPC
Databases & Cloud Platforms
MySQL
MongoDB
Cassandra
Neo4j
Redis
Vector DB
AWS (SageMaker, S3, Lambda)
DigitalOcean
Docker
Kubernetes
Professional Experience
Founder & Principal Architect
Trip Commit Pvt Ltd — Sri Lanka
Mar 2026 — Present
- Lead architecture and delivery of AI-driven tourism, SaaS, and enterprise automation platforms[cite: 1].
- Design scalable full-stack solutions using Next.js, Node.js, Python, cloud infrastructure, and applied AI[cite: 1].
- Build intelligent workflows integrating LLMs, APIs, messaging platforms, and streaming data pipelines[cite: 1].
- Advise enterprise clients on AI adoption, software architecture, and digital transformation[cite: 1].
Technology Consultant | AI & Data Platform Architect
Asni Tours & Travels | ASNI LTD Group — Malaysia & Scotland
Jun 2017 — Dec 2025
- Tourism Intelligence & HTAP Platform: Architected a real-time event-driven HTAP platform using Kafka, Flink, Debezium, and PySpark to process changes and route data to Apache Iceberg lakehouses[cite: 1].
- Polyglot Persistence & Graph AI: Designed hybrid storage across MySQL, Cassandra, MongoDB, and Neo4j for relationship-driven travel recommendations[cite: 1].
- Automated Payout & Risk Platform: Deployed low-latency fraud engines and Python/FastAPI risk-scoring microservices with telematics and GPS analysis[cite: 1].
- On-Premises LLM R&D: Fine-tuned localized Llama-3.2 model pipelines using Apple MLX framework with LoRA on M5 architecture for zero-trust data privacy[cite: 1].
- Asnirez Travel Builder: Architected a multi-tenant SaaS platform utilizing DigitalOcean Agent API, dynamic Next.js middleware, and Stripe/PayPal integrations[cite: 1].
Manager - IT Software Development
Apple Holidays (Pvt) Ltd — Colombo, Sri Lanka
Apr 2014 — Jun 2017
- Led software development for travel technology platforms and core operational automation[cite: 1].
- Developed and integrated the Amadeus flight API (a first-of-its-kind implementation in Sri Lanka)[cite: 1].
Database Administrator
Royal Palm International Travel — Colombo, Sri Lanka
May 2013 — Apr 2014
Administered SQL Server 2012 environments, stored procedures, auditing, and SSRS reporting while contributing to C# .NET 4.5 and ASP.NET MVC5 development[cite: 1].
Trainee Developer
Venus (Pvt) Ltd — Colombo, Sri Lanka
Dec 2012 — May 2013
Worked across C# development teams, delivering client software projects reliably on schedule[cite: 1].
Academic Qualifications
MSc Data Science & Engineering
University of Dundee, UK (Scotland)[cite: 1]
BSc (Hons) Computing
Wrexham Glyndwr University, UK[cite: 1]
PhD Research in Data Science
INTI International University, Malaysia (Currently on Hold)[cite: 1]
Diploma & Higher Diploma in Computer System Designs
National Institute of Business Management (NIBM), Colombo[cite: 1]
Get in Touch
Let's discuss your next AI or Enterprise Data project
Whether you need consultation on GenAI agent systems, streaming architectures, or enterprise software development, reach out directly.
Contact via Trip Commit