PRPastidio Ranilo
@pastidioranilo
Dynamic Full Stack Developer and AI Engineer with 10+ years experience.
PhilippinesWhat I'm looking for
I am a dynamic Full Stack Developer and AI Engineer with over 10 years of expertise in creating cutting-edge web applications and AI solutions. My career has been marked by significant achievements, including a 40% reduction in AI latency and a 30% improvement in data retrieval speeds. I specialize in scalable fintech solutions, utilizing my mastery in Python, the MEAN stack, and modern JavaScript frameworks.
Throughout my career, I have consistently delivered high-impact projects across various sectors, including enterprise applications and AI-driven automation. My recent role as an AI/ML Engineer at ReachLink Ink allowed me to pioneer an LLM-powered customer service chatbot, achieving a remarkable 92% query deflection rate. I am passionate about leveraging technology to enhance system performance and user satisfaction.
Experience
Work history, roles, and key accomplishments
AI/ML Engineer
ReachLink Ink
Nov 2023 - Apr 2025 (1 year 5 months)
Pioneered an LLM-powered customer service chatbot utilizing TensorFlow and spaCy, achieving a 92% query deflection rate and 4.2/5 user satisfaction score. Devised GCP-deployed CI/CD pipeline with Kubernetes, slashing deployment time by 65% while sustaining 99.8% uptime for real-time trading data ingestion. Fine-tuned vision models using TensorRT, reducing inference latency by 40% (85ms to 51ms) wi
Senior Full Stack Developer
Velosi Philippines, Inc
Mar 2019 - Oct 2023 (4 years 7 months)
Architected 12+ Spring Boot applications with Java, leveraging reactive programming and API caching (Redis) to accelerate data retrieval by 30% and boost throughput by 40%. Elevated credit card transaction accuracy by 20% through implementation of hybrid ML models (SMOTE+LSTM) and PostgreSQL schema redesigns, slashing data errors by 25%. Spearheaded UI/UX interface streamlining (NgRx state managem
Software Developer
Morphosis
Nov 2016 - Feb 2019 (2 years 3 months)
Orchestrated a comprehensive launch of an internal e-commerce platform utilizing C#/.NET Core and Angular, enhancing order visibility and processing; this initiative led to a 25% decrease in order fulfillment errors. Revamped legacy system with .NET and AngularJS, accelerating load times by 40% through code optimization. Constructed RESTful APIs in .NET Core for Oracle DB integration, consumed by
Python Developer
Pronto Marketing
Sep 2014 - Oct 2016 (2 years 1 month)
Innovated custom text processors for web search engine, boosting accuracy by 30% and trimming query response time by 25%. Engineered high-performance web crawler using Python's concurrent futures, attaining 10,000 pages/hour with 95% accuracy. Devised AWS-based media playlist management tool using Boto3 API, minimizing manual work by 80% for 1M+ track music service.
Education
Degrees, certifications, and relevant coursework
NSNational University of Singapore
Bachelor of Science, Computer Science
Studied Computer Science at the National University of Singapore. Completed the program from August 2010 to May 2014.
Availability
Location
PhilippinesAuthorized to work in
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