Isuru Lakshan Ekanayaka
I’m Isuru Lakshan Ekanayaka, a Senior AI Full-Stack Developer and Generative AI Engineer based in Sri Lanka.
About
I’m Isuru Lakshan Ekanayaka, a Senior AI Full-Stack Developer and Generative AI Engineer based in Sri Lanka. I design intelligent web applications and scalable AI systems by blending cutting-edge frontend, backend, and AI techniques, with a focus on prompt engineering, data curation, and model fine-tuning.
I love building interactive chatbots, refining LLM outputs, and delivering production-ready AI services that are performant and ethically sound. I thrive in remote, collaborative environments and enjoy turning ideas into practical, user-centric solutions.
- Joined October 2025
Industry experience
- Software & Internet
- Professional Services
- Education
- Media & Entertainment
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Work experience· 8 roles
Developed interactive, AI-powered web applications using React, Tailwind CSS, and Node.js; led data engineering collaboration to curate and preprocess large datasets for training generative AI models; fine-tuned models and built a diffusion-based image generation workflow from sketches; integrated AI capabilities into production-grade apps and established MLOps practices.
Designed and maintained advanced ComfyUI workflows for image generation/editing and subject/style control; containerized workflows into reproducible, CUDA-enabled Docker images; shipped serverless inference APIs on RunPod Serverless and AWS GPU instances; built PoCs for new SaaS features and guided API adoption and rollout.
Designed and deployed autonomous AI agents for sales automation and content generation; built end-to-end AI workflows for social media content creation, scheduling, and publishing; trained, fine-tuned, and containerized ML models; implemented monitoring and logging for model performance.
Education
Certifications and awards
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