# Engineering journey Work, study, publications and recognition for Ravicha Suksawasdi Na Ayuthaya, as the experience page presents them. ## Work ### Software Engineer Intern, Tendor Sydney, Australia · Jul 2026 - Sep 2026 - Built a Google ADK pipeline that extracts and classifies procurement documents in production, feeding insights into downstream agent workflows and the memory system. - Designed and deployed an MCP-exposed Documenso signing service, giving agents autonomous document-signing capability. - Automated end-to-end tender submission through MCP tools, replacing a manual multi-step process for agents. **Highlights** - Google ADK document pipeline in production - MCP-exposed autonomous signing service - End-to-end tender submission automation ### Backend Engineer Intern, NodesNow LLC Bangkok, Thailand · Dec 2025 - Feb 2026 - Engineered a fault-tolerant AI agent orchestration system using Inngest to manage document ingestion workflows, handling automated retries and fan-in/fan-out concurrency, eliminating manual failure intervention. - Persisted ingested data into pgvector and Neo4j to support downstream RAG features. - Containerized the full stack (backend services, Inngest server, and databases), enabling reproducible local development and smooth infrastructure migration. - Implemented end-to-end with NestJS (backend) and React (frontend). **Highlights** - Fault-tolerant Inngest orchestration - Dual pgvector + Neo4j storage - Full-stack containerization ### District Heating Designer, 3D Technical Design Bangkok, Thailand · Aug 2023 - Jan 2025 - Designed 2D and 3D route arrangements with stress calculations for heat distribution across 10+ UK sites. - Identified operational hazards for contractors in construction and handover phases. - Mentored an intern and colleagues on construction design workflows and structural CAD modeling. **Highlights** - Stress calculations across 10+ UK sites - Structural hazard mitigation - Technical mentorship ### Field Engineering Intern, Jardine Schindler Group Bangkok, Thailand · Jun 2022 - Jul 2022 - Conducted electromechanical systems engineering analysis for vertical transportation and elevator systems. - Inspected installation tolerances, safety compliance standards, and mechanical sensor systems across commercial facilities. - Collaborated with senior field engineers on preventative maintenance protocols and diagnostic workflows. **Highlights** - Electromechanical systems analysis - Safety and tolerance verification ## Education ### Master of Information Technology, Computer Science & AI — UNSW Sydney Sydney, Australia · Feb 2025 - Dec 2026 (Expected) · WAM 83 (Distinction average) - Distinction average (WAM 83). - Relevant coursework in Computer Science, Software Engineering, and AI. - Conducting research in GraphRAG memory management and architectural compliance for intelligent coding agents. ### Exchange Study - Master of Science in Information Technology, Architecture and Engineering in IoT — IMT Atlantique Rennes, France · Sep 2022 - Jan 2023 - Specialisation in Architecture and Engineering in IoT. - Key turning point sparking the transition from physical automotive engineering to computer science and applied AI. - Studied distributed systems, networking protocols, embedded Linux, and sensor networks. ### Bachelor of Automotive Design and Manufacturing Engineering, Automotive & Mechanical Systems Engineering — Chulalongkorn University Bangkok, Thailand · Aug 2019 - Aug 2023 - Comprehensive physical systems engineering curriculum: Mechanical Engineering, Electrical Engineering, and Project Management. - Undergraduate thesis research on 6-DOF robotic probe tracking for medical ultrasonography training (published at IEEE TENCON 2023). ## Publications ### Position Accuracy of a 6-DOF Passive Robotic Arm for Ultrasonography Training IEEE Region 10 Technical Conference (TENCON 2023) · 2023 · Co-author & Presenter Authors: Ravicha Suksawasdi Na Ayuthaya, Ronnapee Chaichaowarat. - Presented an ultrasound probe tracking system (position and orientation) to foster sonography training, implemented in C and MATLAB. - Conducted experimental trials measuring probe position and orientation tracking in real time. Paper: ## Recognition ### Founder's Choice Award Winner — Hack2Heal Hackathon 2025. Awarded Founder's Choice Award for developing and deploying a community mental health peer-support web platform (heal.a2a.ing). ### Leadership Foundation Program — UNSW Sydney May 2025. Selected for a 3-day intensive workshop covering collaborative leadership, DEI in technical workplaces, and high-impact communication. ### Professional Development Program — UNSW Sydney Sep 2025. 3-day intensive training in professional communication, personal branding, and industry networking. ## Skills - **Languages**: Python, TypeScript, JavaScript, SQL, C++, C, Bash, HTML/CSS. - **Frameworks & Libraries**: FastAPI, NestJS, React, Google ADK, LangGraph, Inngest, Celery, Django, PySpark, TensorFlow, Keras. - **Data & Databases**: PostgreSQL, Neo4j, Apache AGE, pgvector, Redis, Apache Spark, Hadoop. - **Cloud, DevOps & Protocols**: Docker, Docker Compose, AWS (S3, EC2), Vercel, Supabase, Git, GitHub Actions, uv, uvx, MCP (Model Context Protocol). --- ## Fetching the rest of this site - This page as HTML: - Concise index: - Full dossier: - When to use this material: - API description (OpenAPI 3.1): - API reference: - Sitemap: