Patpeng Ppt

WORK HISTORY

EDUCATION

ABOUT PATPENG PPT

Full-Stack Developer | DevOps | Cybersecurity | AI Engineer | PCP | Accountant ]Revolutionizing digital experiences with a unique blend of AI innovation and robust full-stack development. My passion lies in building resilient, high-impact systems that serve millions, driven by a profound conceptual and practical understanding of modern ML Engineering principles. I excel in end-to-end web solutions, with a deep dive into Generative AI (GenAI), Large Language Models (LLMs), and the design of intelligent AI Agents, including fine-tuning, RAG systems, and RLHF.My full-stack expertise spans crafting intuitive interfaces with JavaScript/TypeScript, React & Vue, and C++, to building scalable back-end systems using Python, Express/Nest, and managing SQL/PostgreSQL/Mongo databases. I approach ML product development holistically, from data acquisition and preprocessing to seamless deployment and continuous monitoring, ensuring robust, high-performance systems. My AI chatbot project showcases my ability to integrate diverse LLMs into user-facing products.I possess a strong understanding of parallel and distributed computing for AI, including data/model parallelism and FSDP, crucial for training large models. I’m well-versed in designing resilient AI systems with graceful degradation, robust retry mechanisms, and multi-region deployments for disaster recovery and low-latency serving. My MLOps proficiency covers experiment tracking, hyperparameter tuning, versioning, and CI/CD/CT pipelines.My background as a Cybersecurity Specialist provides a distinctive advantage, bringing an inherent understanding of risk assessment, data privacy, and ethical AI development, including awareness of adversarial attacks and model interpretability. This, coupled with my experience in on-call operations, ensures I am ready to maintain and diagnose systems for continuous availability.Further enhancing my capabilities is a solid foundation in accounting and finance, including a Bachelor of Commerce and PCP certification. This allows me to understand the bigger picture, from technology implementation to business impact.I am a proactive, disciplined, and self-driven individual committed to continuous learning across programming, AI, strategy, and business. My technical stack, grounded in Python, SQL, Bash, and JavaScript/TypeScript, combined with my diverse perspective, allows me to drive innovation and deliver tangible results. Let’s connect and explore how my skills can make a difference.