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At the forefront of digital innovation as a Product Manager and Event Producer, my expertise bridges the intersection of creativity and technology fostering innovative product strategies. At JCG.Inc, the focus has been on driving AI-powered innovation and SaaS platform development. As Project Manager, contributions include overseeing the creation of an AI News Generation platform and conducting in-depth market research to inform strategic B2B/B2C SaaS initiatives. The role also encompasses engineering task database planning to streamline project workflows, alongside curating business development materials to enhance organizational impact. Prior to this, work at Interactive Media Mix centered on managing content delivery and coordinating the launch of Prime Video India, leveraging a strong foundation in content marketing and strategy. This trajectory highlights a commitment to delivering impactful solutions through effective project management, cross-functional collaboration, and a data-driven approach to digital innovation. As an Associate Producer at Moongate Design Studio, I contributed to the creation of compelling immersive experiences helping lead the Location Based Entertainment team for projects across the APAC region. With Global Marketing experience and fluency in English, Vietnamese, and Korean, I facilitate seamless cross-cultural communications, empowering our diverse teams to deliver exceptional products and experiences that resonate globally.

I'm a research data scientist at Cleveland Clinic with 3 years of work experience mainly working on data science and data engineering tasks at the cardiovascular research registry team. My core areas of expertise include natural language processing (NLP), multimodal learning, medical ontologies, and quantum-classical hybrid models. I have designed and deployed several production-level machine learning solutions within the cardiovascular and surgical departments, including a large language model (LLM) pipeline that automates surgical procedure extraction from operative notes. This tool eliminated the need for over 40 manual abstractors, significantly increasing data abstraction speed and consistency across the enterprise. I also built a semantic ontology infrastructure that transformed disjointed clinical data into graph-based representations, improving explainability and powering downstream retrieval-augmented generation (RAG) models. Throughout my role, I’ve worked closely with physicians, data engineers, and research fellows to ensure that the models I develop are not only technically sound but clinically meaningful. I emphasize uncertainty quantification and interpretability in every model I build—principles that are especially critical in medical decision support.

Software Developer with expertise in backend and frontend development, cloud computing, and DevOps. Skilled in building scalable and efficient software solutions, using leading programming languages and frameworks, Kubernetes and microservices. Passionate about agile development, cloud-native technologies, and building and optimizing software.

Results-driven SW Developer with nearly four years of experience in embedded systems, software development, and real-time processing. Demonstrated expertise in requirement analysis, system design, and architecture design. Proven track record in integrating and verifying software for military-grade applications, leveraging C, C++, Python, and Unix/Linux OS. Adept at Product Lifecycle Management and System Software Development environments. F6 Visa Holder.

I am a Machine Learning Specialist with 3+ years of professional experience in deep learning, computer vision and NLP. Skilled in developing and training Machine Learning models using Python, PyTorch and HuggingFace’s transformers. In 2024/2025 I did a gap year, traveling on a Working Holiday visa in South Korea, while volunteering and preparing for my future steps.

Enthusiastic and driven Software Engineer with deep experience across frontend and full-stack development. Skilled in delivering scalable, user-centric applications and leading high-impact technical teams. Adept at bridging the gap between business goals and engineering execution, with a passion for clean code, developer experience, and product strategy.

Software Engineer with expertise in that I build scalable, AI-powered web applications with React.js, Next.js, as well as TensorFlow. The system's performance has been improved and also the user experience has been improved. The team drove measurable business impact. Solutions serve for over 1.2M users, reduce latency, optimize development workflows, and are production-grade and experienced in deploying. I do have experience in developing front ends.

Having completed a Master’s degree, I am a 26 year-old French cybersecurity specialist with experience in software engineering. Deeply hard-working, interested in technical subjects such as offensive security, malware, low-level internals, vulnerability research and web security. Speaks French and English fluently, but can also speak Russian and Ukrainian. Currently learning Korean and Japanese on my free time. MBTI is INTJ.

Graphic designer with 8 years of in-house, studio and freelance experience. Bachelor of Graphic Communication and Master of Design graduate, as well as 15 months Korean language study at Sogang University. Involved in and led the creation of impactful, high quality design solutions including branding, brand identity, UX/UI, editorial, campaigns, marketing materials and more. Passionate about developing brands, designing compelling visuals, and creating user-focused solutions.

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