Open to opportunities

Novie Estoy

@novieestoy

Message

Senior Full Stack AI Engineer building scalable intelligent systems that improve user experiences.

Philippines

Message

What I'm looking for

I’m looking to build end-to-end AI-powered products—designing high-performance APIs, integrating NLP/LLM logic, and improving user experience through data-driven systems in an agile, collaborative environment.

I’m a Senior Full Stack AI Engineer with 10+ years of experience building scalable web applications and intelligent systems. Recently, I developed an AI-powered e-commerce recommendation and automation system using Python and NLP to analyze user intent, match product catalog data, and deliver personalized recommendations.

I design backend services and RESTful APIs, integrating AI-driven logic with a strong focus on system performance and data-driven solutions. I’ve delivered end-to-end full-stack projects using React.js, Node.js, TypeScript, and cloud technologies, including AI-enhanced features like workflow automation, intelligent data validation, rule-based decision systems, caching strategies, and performance tuning to reduce latency.

Experience

Work history, roles, and key accomplishments

Senior Full Stack AI Engineer

Apkudo

Apr 2025 - Mar 2026 (11 months)

Designed and developed an AI-powered e-commerce recommendation system using NLP to analyze user input and match product catalog data. Built Python backend services and optimized RESTful APIs for scalable personalization, including location-based delivery fee estimation.

Python Natural Language Processing (NLP)Recommendation Systems RESTful APIs Backend Services Location Based Services

Senior Software Engineer

Asiagate Networks, Inc.

Jul 2021 - Sep 2024 (3 years 2 months)

Delivered end-to-end full-stack solutions for telecom and enterprise platforms using React.js, Node.js, and TypeScript. Built AI-enhanced workflow automation and rule-based decision systems, and implemented scalable RESTful APIs with PostgreSQL/MongoDB using caching and performance tuning.

React Node TypeScript RESTful APIs AI Workflow Automation PostgreSQL MongoDB Caching Strategies Performance Tuning

Full Stack Engineer

Accenture

Oct 2018 - Apr 2021 (2 years 6 months)

Developed scalable full-stack applications for global clients by designing backend architectures and RESTful APIs for mission-critical systems. Contributed to AI-driven data processing pipelines and automation tools while improving system performance through refactoring and efficient data handling in Agile environments.

backend architecture RESTful APIs Data Pipelines Automation Tools Agile Development Systems Performance

Full Stack Developer

Airtasker

Jan 2017 - Aug 2018 (1 year 7 months)

Built and maintained scalable full-stack features for a high-traffic online marketplace, focusing on responsive, accessible, cross-browser frontend experiences. Integrated backend REST APIs, implemented automation and data-driven workflow improvements, and optimized application performance to reduce load times.

Performance Optimization Accessibility REST APIs Data Processing Automation Workflow Optimization

Junior Software Developer

Symph

Sep 2015 - Dec 2016 (1 year 3 months)

Contributed to full-stack web application development across multiple client projects by building frontend components and supporting backend services. Assisted with RESTful API design/consumption, database integration, and debugging/testing/deployment in Agile teams to improve stability and code quality.