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Pastidio Ranilo

@pastidioranilo

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Dynamic Full Stack Developer and AI Engineer with 10+ years experience.

Philippines

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What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can leverage my skills in AI and full-stack development to drive impactful projects.

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.

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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

TensorFlow SpaCy GCP Kubernetes TensorRT Apache Airflow React Angular MongoDB Redis

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

Spring Boot Java Redis

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

C++.NET Core Angular

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.

Concurrent.Futures Python Concurrent Futures