Luka Ayala
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Buenos Aires, Argentina
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Résumé
Jobs
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- XSenior Software EngineerXurge Digital Lab LLCFeb 2023 - Current (3 years 5 months)As a Senior Software Engineer, I architected and built a complete federated communication platform from scratch, serving over 10,000 concurrent users while owning the full stack from infrastructure to UI. I designed a scalable microservices architecture using TypeScript, Node.js, and AdonisJS, implementing REST APIs, WebSocket real-time messaging, and event-driven background processing. My production-grade frontend, built with Next.js, React, and TypeScript, achieved 95+ Lighthouse scores through effective code splitting, lazy loading, and optimization techniques. I implemented sophisticated blockchain wallet authentication by integrating XRPL with a traditional backend, ensuring cryptographic signature verification and secure multi-wallet
- MSoftware Engineer & DevOps SpecialistMiro AlMay 2020 - Oct 2022 (2 years 6 months)As a Software Engineer & DevOps Specialist, I developed a comprehensive multi-tenant AI SaaS platform that serves over 10,000 active users, managing both frontend (Vue 2/3) and backend (Node.js/Express) development. I integrated and deployed Stable Diffusion AI models for production image generation, constructing an end-to-end ML pipeline from inference to delivery. I architected a RESTful API backend using Node.js/Express/MySQL/Sequelize, implementing robust authentication, authorization, and multi-tenant data isolation. To enhance performance, I built an intelligent caching layer with Redis and embeddings-based similarity matching, which reduced redundant AI generations by 40%, significantly saving GPU costs. Additionally, I developed a p
Software EngineerZaregoNov 2018 - Mar 2020 (1 year 5 months)As a Software Engineer, I built a complete frontend for an AI-powered image generation platform using Next.js, React, TypeScript, and Tailwind CSS. I developed backend services that handled AI inference requests, result processing, and delivery using Python Flask and Node.js, while implementing an asynchronous job queue system with Redis for GPU-intensive AI model inference at scale. I designed a PostgreSQL database schema for user data, generation history, and image metadata, ensuring efficient indexing for fast retrieval. Additionally, I built REST APIs for user authentication, image generation requests, search queries, and account management, incorporating comprehensive validation. While my primary focus was on these technologies, I al
Education
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- Bachelor's Degree in Computer ScienceUniversidad de PalermoMay 2013 - Nov 2017 (4 years 7 months)Completed comprehensive Bachelor's degree with specialization in Artificial Intelligence, gaining deep expertise across software engineering, algorithms, data structures, web technologies, and machine learning. Thesis: Developed LSTM-based power forecasting system applying deep learning to predictive energy analytics, achieving 92% accuracy on real-world data. Mastered full-stack development including frontend frameworks, backend systems, databases, API design, and distributed architectures. Completed advanced coursework in AI/ML including neural networks, computer vision, NLP, reinforcement learning, and deep learning. Gained expertise in algorithms, data structures, computational complexity, discrete mathematics, probability, and logic. F