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Hi, I'm Wedinio Patdu, an AI/ML Engineer and Full Stack Developer with extensive experience building scalable, AI-driven solutions across various industries. I've worked on algorithmic trading systems, mobile apps, SaaS platforms, and diving support systems, leveraging cutting-edge AI models and prompt engineering to deliver innovative, reliable products. I'm passionate about combining AI with software development to solve complex problems and improve user experience. I enjoy leading teams and collaborating across functions to modularize infrastructures and enhance system performance. When not coding, I like to stay updated on the latest AI technologies and cloud-native tools.…Hi, I'm Wedinio Patdu, an AI/ML Engineer and Full Stack Developer with extensive experience building scalable, AI-driven solutions across various industries. I've worked on algorithmic trading systems, mobile apps, SaaS platforms, and diving support systems, leveraging cutting-edge AI models and prompt engineering to deliver innovative, reliable products. I'm passionate about combining AI with software development to solve complex problems and improve user experience. I enjoy leading teams and collaborating across functions to modularize infrastructures and enhance system performance. When not coding, I like to stay updated on the latest AI technologies and cloud-native tools.

Wedinio Patdu

Full Stack Developer, AI Developer, AI Engineer, +2

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Hi, I'm Wedinio Patdu, an AI/ML Engineer and Full Stack Developer with extensive experience building scalable, AI-driven solutions across various industries. I've worked on algorithmic trading systems, mobile apps, SaaS platforms, and diving support systems, leveraging cutting-edge AI models and prompt engineering to deliver innovative, reliable products. I'm passionate about combining AI with software development to solve complex problems and improve user experience. I enjoy leading teams and collaborating across functions to modularize infrastructures and enhance system performance. When not coding, I like to stay updated on the latest AI technologies and cloud-native tools.…Hi, I'm Wedinio Patdu, an AI/ML Engineer and Full Stack Developer with extensive experience building scalable, AI-driven solutions across various industries. I've worked on algorithmic trading systems, mobile apps, SaaS platforms, and diving support systems, leveraging cutting-edge AI models and prompt engineering to deliver innovative, reliable products. I'm passionate about combining AI with software development to solve complex problems and improve user experience. I enjoy leading teams and collaborating across functions to modularize infrastructures and enhance system performance. When not coding, I like to stay updated on the latest AI technologies and cloud-native tools.

Available to hire

Hi, I’m Wedinio Patdu, an AI/ML Engineer and Full Stack Developer with extensive experience building scalable, AI-driven solutions across various industries. I’ve worked on algorithmic trading systems, mobile apps, SaaS platforms, and diving support systems, leveraging cutting-edge AI models and prompt engineering to deliver innovative, reliable products.

I’m passionate about combining AI with software development to solve complex problems and improve user experience. I enjoy leading teams and collaborating across functions to modularize infrastructures and enhance system performance. When not coding, I like to stay updated on the latest AI technologies and cloud-native tools.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Fluent

Work Experience

AI/ML Engineer at Eat Big Digital

May 31, 2025 - July 29, 2025

Engineered a scalable trading infrastructure supporting HFT, LFT, and autonomous agent-based strategies, improving system reliability by over 40%. Designed predictive models for time-series forecasting and statistical arbitrage, automating trade execution with over 95% accuracy and reducing latency by approximately 30%. Built AI agents using CrewAI and LangChain for task coordination and autonomous decision-making. Managed high-throughput data pipelines processing live multi-asset feeds with sub-100ms latency responses. Developed and containerized AI microservices with FastAPI and Docker, deployed on Kubernetes clusters with auto-scaling and GPU support. Implemented strategies improving portfolio resilience by 25%, integrated large language models for autonomous trade analysis and execution, and ensured 99.9% uptime with fault-tolerant design. Collaborated to modularize infrastructure to reduce bugs and applied CI/CD pipelines improving deployment confidence by 80%.

Lead Software Engineer at Eat Big Digital

July 31, 2024 - July 29, 2025

Led a team of 3 junior developers in delivering a full-stack project. Developed and maintained backend architecture for website and mobile applications. Implemented API integrations improving system efficiency by 35%.

AI Engineer at HIGH6

September 30, 2024 - July 29, 2025

Developed a SaaS platform for automatic architectural design enabling custom building and interior creation from text, image, or voice prompts with 90% user satisfaction. Integrated Stable Diffusion and ControlNet for improved image workflows, reducing user revisions by 50%, and created 3D generation pipelines maintaining 85% geometric consistency. Enabled remodeling from user image uploads, increasing engagement by 40%, and integrated Whisper for natural language design generation, boosting premium user engagement by 30%. Developed Ægir DiveOS, a modular desktop diving support application that reduced manual reporting by 70%, added live audio/video playback for post-dive reviews, real-time AI assistant modules, HUD overlays, GIS tools, and automated risk monitoring, enhancing safety, accuracy, and alerting. Delivered compliance-ready reporting modules reducing admin workload by 65%.

Full Stack Developer at Destin-Fort Walton Beach

November 30, 2021 - July 29, 2025

Created a delivery management system using NestJS (TypeScript) backend and ReactJS (TypeScript) frontend with PostgreSQL. Developed RESTful APIs optimizing performance, scalability, and data accuracy. Delivered a platform for logistics companies managing driver check-ins, delivery tracking, and fare computation.

Software Developer at Borla Performance Industries

May 31, 2020 - July 29, 2025

Built iOS and mobile applications with React Native integrating Bluetooth and Wi-Fi connectivity for seamless device communication. Created e-commerce websites specializing in automotive products and services.

Full Stack Developer at Easy Commerce

November 30, 2018 - July 29, 2025

Led frontend development of a healthcare platform using React 16 and Material UI, improving patient engagement and EHR management. Integrated Stable Diffusion and ControlNet for design workflows, reducing revision cycles. Designed user-centric interfaces with AR/VR visualization technologies. Developed interactive web applications for injury management with AWS Lambda integration. Delivered responsive interfaces for ERP modules across 50+ pages, using React, Angular, TypeScript, and UI frameworks. Implemented Progressive Web App features to improve mobile accessibility. Applied Test-Driven Development with Jest. Enhanced system performance through refactoring and UI/UX optimization. Utilized Docker for environment consistency and CI/CD.