From his childhood, Saikat Barua has had an irresistible fascination for science fiction. His intense curiosity and passion for uncovering the unknown have brought him into the realm of artificial intelligence research. The creativity from his early writing, and his fondness for philosophy and literature, still leave an imprint on every step of his research.
After completing his Bachelor’s degree in Computer Science and Engineering from North South University, Saikat is now working on establishing a research-based startup. At the same time, he is preparing for a PhD in artificial intelligence. His main research focus is building secure and intelligent software systems, where he is working on the potential of large language models (LLM) to create advanced agents.
What are these agents?
Large language models like ChatGPT have become a part of our daily lives, but they also have many limitations. For example, if you ask ChatGPT to solve a complex math problem, it may not provide the correct answer because it lacks specialized mathematical skills. However, if it is given access to a calculator, it can easily solve the problem. Saikat’s research revolves around this idea—how the capabilities of artificial intelligence can be enhanced by integrating various tools, fact-checkers, and long-term memory.
Security and reliability:
It is not enough for artificial intelligence to be just intelligent; it must also be safe and humane. To avoid unwanted incidents such as the 2018 Uber self-driving car accident, ensuring the safety of AI is essential. Saikat is tirelessly working to solve these problems so AI systems can not only be efficient but also embody social and ethical human values.
How does this research help?
Saikat’s research promises to bring revolutionary changes in various fields in the future. Especially in the health sector, where AI will help with accurate diagnosis and treatment planning. The ability to analyze patient data quickly will help reduce medical costs and make healthcare more accessible.
On the other hand, AI will bring tremendous change to business and economics as well. In banking, automated risk analysis and swift decision-making will strengthen financial security. At the same time, customer service standards will improve.
An Inspirational Story:
Saikat developed his interest in research from an early age. He loved reading science fiction and dreamed of becoming a researcher. In college, he focused on creative writing. He also expanded his thinking by reading books on philosophy and literature. Writing from his own experiences, Saikat was always fascinated by how the human mind works.
One day, he discovered an app that could automatically generate haiku (a short form of Japanese poetry). This amazed him—how could a machine create something so creative without any feelings? At that moment, a deep curiosity about artificial intelligence was sparked inside him.
While analyzing the app, Saikat understood that it operated based on complex algorithms and linguistic data. This realization inspired him to explore further. He began wondering how a machine could make creative decisions through analysis and learning. This curiosity is what encouraged him to pursue research in artificial intelligence.
Through his love of literature, philosophy, and technology, Saikat entered the world of AI research, where he dreams of bridging humanity and technology to discover new horizons.
Advice for Future Scientists:
Saikat believes that in order to succeed in science and research, one needs to have an open mind and adaptability. The AI research field is constantly evolving, so it’s important to keep pace with the latest developments. In addition, deep perseverance and the mindset to work tirelessly are extremely important. The attitude of learning from failure and moving forward is what can make a researcher successful.
“Science isn’t easy—it’s difficult. But never give up. Always try to solve problems from a new perspective.“
Saikat’s journey and research are undoubtedly a huge inspiration for young scientists in Bangladesh. Young researchers like him are playing a unique role in leading Bangladesh toward technological progress.
Contact:
Saikat Barua
Email: [email protected]
LinkedIn: Saikat Barua
Research Profile: Google Scholar
Saikat Barua: A Promising Journey in Artificial Intelligence!
From a young age, Saikat Barua had an unquenchable fascination with science fiction. His relentless curiosity and passion for discovering the unknown have brought him into the world of artificial intelligence (AI) research. His childhood interest in creative writing, philosophy, and literature continues to influence every step of his research journey.
After completing his Bachelor’s degree in Computer Science and Engineering from North South University, Saikat is now working on establishing a research-based startup. Simultaneously, he is preparing for a PhD in artificial intelligence. His primary research focus is on developing secure and intelligent software systems, particularly leveraging Large Language Models (LLMs) to create advanced AI agents.
What are AI agents?
Large language models, like ChatGPT, have become an integral part of our daily lives, yet they come with limitations. For instance, if ChatGPT is asked to solve a complex math problem, it may struggle to provide the correct answer due to a lack of dedicated mathematical capabilities. However, if it is equipped with tools such as a calculator, it can solve the problem effortlessly. Saikat’s research revolves around enhancing AI capabilities by integrating tools, fact-checkers, and long-term memory to make them more efficient and reliable.
Security and reliability: The key challenges:
AI systems should not only be intelligent but also safe and ethical. Ensuring the security of AI is crucial to prevent incidents like the 2018 Uber self-driving car accident. Saikat is tirelessly working to address these challenges, aiming to create AI systems that are not only efficient but also aligned with human social and ethical values.
How will this research benefit society?
Saikat’s research has the potential to revolutionize various sectors in the future. In healthcare, AI can assist in accurate diagnosis and treatment planning. The ability to analyze patient data quickly will help reduce medical costs and make healthcare more accessible.
Moreover, AI will bring significant changes to the business and financial sectors. In banking, automated risk analysis and rapid decision-making will enhance financial security while improving customer service.
The Inspiration Behind His Research:
Saikat’s interest in research was sparked from an early age. He was an avid reader of science fiction and dreamed of becoming a researcher. During his college years, he engaged in creative writing and expanded his knowledge by reading philosophy and literature. He was always fascinated by the workings of the human mind.
One day, he came across an app that could automatically generate haiku (a form of Japanese short poetry). This discovery amazed him—how could a machine perform such a creative task without human emotions? This moment ignited his deep interest in AI.
As he analyzed the app, he realized that it operated based on complex algorithms and linguistic data. This revelation inspired him to delve deeper into AI, leading him to explore how machines can analyze and learn to make creative decisions. His curiosity ultimately set him on the path of AI research.
Thus, his love for literature, philosophy, and technology merged to guide him into the world of AI research, where he dreams of exploring new horizons by bridging the gap between human and technological perspectives.
Advice for Future Scientists:
Saikat believes that to succeed in science and research, one must have an open mind and adaptability. The field of AI research is constantly evolving, and staying updated with the latest advancements is essential. Additionally, perseverance and a relentless pursuit of knowledge are crucial. Learning from failures and maintaining a forward-thinking mindset is what makes a researcher successful.
“Science is not easy; it is challenging. But never give up. Always try to solve problems from a new perspective.”
Saikat’s journey and research serve as an inspiration for young scientists in Bangladesh. Aspiring researchers like him are playing a vital role in advancing the country’s technological progress.
Contact:
Saikat Barua
Email: [email protected]
LinkedIn: Saikat Barua
Research Profile: Google Scholar
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