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- Hello! I’m Akilesh Jayakumar, though most people know me simply as Aki. I am a passionate and driven software engineer with a specialized focus on emerging technologies, especially within the dynamic fields of artificial intelligence (AI) and web development. My deep-seated passion for technology is fueled by an innate curiosity and a relentless drive to innovate, solve complex challenges, and contribute meaningfully to the tech landscape.
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- In my current pursuits, I’m deeply immersed in mastering technologies such as Svelte, Retrieval-Augmented Generation (RAG), and AWS. These cutting-edge tools are not just areas of interest—they are the foundational pillars of my recent projects, enabling me to explore and push the boundaries of AI and cloud computing. For instance, during my internship at HTX (Home Team Science & Technology Agency), I had the opportunity to work on the development and implementation of sophisticated Natural Language Processing (NLP) pipelines. These pipelines were specifically designed to enhance the performance of large language models (LLMs) within Generative AI applications. My work involved leveraging Azure Machine Learning Studio and HuggingFace models, where I built and optimized Docker environments to streamline the integration and functionality of microservices. This hands-on experience was instrumental in sharpening my ability to deliver high-performance applications within a containerized ecosystem, solidifying my expertise in AI-driven solutions.
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- Academically, my journey has equipped me with a robust foundation in computer science, with a strong emphasis on Big Data and Cybersecurity, as I work towards completing my Bachelor of Computer Science at the University of Wollongong. Prior to this, my diploma in Information Technology from the Singapore Institute of Management provided the bedrock of my technical skills, particularly in programming languages such as JavaScript/TypeScript, Python, and SQL, as well as in frameworks like Next.js. This academic and practical background has been pivotal in my ability to approach complex problems with a comprehensive and informed perspective.
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- Among the projects I’m most proud of is a personalized RAG-driven chatbot, which I developed and deployed on HuggingFace Spaces. This innovative project harnessed the power of LangChain and the Qdrant vector store to deliver personalized insights, demonstrating my capability to seamlessly integrate advanced AI technologies into web applications. In another notable project, I developed a real-time chatbot using Next.js and the Vercel SDK, which underscored the significance of continuous integration and showcased the power and versatility of modern web development tools.
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- Beyond my professional and technical pursuits, I have a few hobbies that keep life interesting. I’m an avid fan of science fiction and comic book movies, with a particular affinity for the Marvel Cinematic Universe. These interests not only provide a creative escape but also inspire me with their themes of innovation, technology, and the exploration of the unknown. In addition to my love for tech and cinema, I also enjoy performing magic tricks—a hobby that combines my love for creating wonder and delight with the precision and skill I apply in my engineering work. Another fun fact about me is that I can juggle three tennis balls, a skill that not only impresses friends but also helps me stay mentally sharp and focused. I’m also a sports enthusiast, and I stay active by playing badminton and basketball, activities that help me maintain a balance between my physical well-being and the mental demands of my profession.
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- As I continue to grow and evolve as a software engineer, I am constantly seeking new challenges that allow me to apply and expand my skills in AI, automation, and cloud computing. I am especially drawn to opportunities that involve collaboration with like-minded tech enthusiasts, where we can collectively push the boundaries of what’s possible in the tech world. Whether it’s through the development of innovative applications, contributing to open-source projects, or engaging in forward-thinking discussions about the future of technology, I am eager to make a lasting and meaningful impact within the tech community.
 
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+ Hi, I’m Akilesh Jayakumar, though most people call me Aki. I’m a software engineer specializing in emerging technologies, particularly in AI and web development. My work revolves around solving complex challenges and pushing the boundaries of what technology can do.
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+ Currently, I’m focused on mastering tools like Svelte, Retrieval-Augmented Generation (RAG), and AWS, which are central to my recent projects. During my internship at HTX, I worked on developing NLP pipelines to improve large language models for Generative AI applications. This involved using Azure Machine Learning Studio and HuggingFace models, where I built Docker environments to optimize microservices.
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+ I’m pursuing a Bachelor’s degree in Computer Science at the University of Wollongong, with a focus on Big Data and Cybersecurity. My foundation in programming languages like JavaScript/TypeScript, Python, and SQL, as well as frameworks like Next.js, has been crucial in my projects.
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+ One of my favorite projects was a RAG-driven chatbot deployed on HuggingFace Spaces, showcasing my ability to integrate advanced AI into web applications. I also built a real-time chatbot using Next.js and the Vercel SDK, emphasizing the importance of continuous integration.
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+ Outside of work, I’m a big fan of science fiction and comic book movies, especially the Marvel Cinematic Universe. I also enjoy performing magic tricks, juggling, and staying active through badminton and basketball.
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+ I’m always looking for new challenges in AI, automation, and cloud computing, particularly opportunities that allow me to collaborate with others and make a meaningful impact in the tech world.