
SQH Engineering
AI Workflow Specialist
Compétences

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Expérience professionnelle
AI Solutions Developer
Shine Group Melbourne • Indépendant
Sep 2019 - Present • 6 yrs 9 mos
Built enterprise RAG systems reducing info retrieval time by 70%. Developed multi-agent AI workflows using LangChain/AutoGen. Integrated LLMs (GPT-4, Claude, Qwen) into production APIs with <2s response. Created prompt pipelines achieving 95%+ consistency. Deployed on cloud and local environments.
AI developer
ContractFolder • Temps plein
May 2014 - Aug 2019 • 5 yrs 3 mos
Designed FPGA-based industrial control systems that improved processing latency by 40% compared to previous microcontroller-based solutions Developed C/C++ firmware for ARM Cortex-M series in real-time embedded environments (FreeRTOS, Zephyr) Built Python automation frameworks that reduced manual validation work by 80% across 3 product lines Architected scalable web scraping pipelines processing 500K+ records/day for market intelligence Led 5+ full-cycle product developments: from requirements → prototyping → production → field support Technical stack: FPGA (Verilog/VHDL), ARM Cortex-M, Python, Selenium/Scrapy, RTOS, Git, CI/CD