BISWAYAN NAHA

Results-oriented Computer Science student specializing in data science and AIML. Strong analytical skills and experience with machine learning algorithms,Eager to leverage my skills to solve real-world problems.My Goal is,to explore opportunities in different jobs,business and research and make a positive change in the world through my work.My Hobbies include playing football,Athletics,reading books.

• English
• Hindi
• Bengali

• Developed a food waste management system that tracks product expiry dates and sends automated reminders to users before products expire. Designed to minimize food waste and promote timely consumption by alerting users to use products proactively.
• Kidney X-Ray Analysis Program:
  Developed a program to analyze kidney X-rays and accurately detect tumors, stones, cysts, or normal conditions, achieving 94% diagnostic accuracy.
• Comprehensive College Management Application:
  Engineered a college management application with features such as attendance tracking, timetable submission, and essential student services, incorporating user-friendly interfaces and secure, real-time backend data management to enhance operational efficiency for students and faculty.
• Developed an NLP-based command-line interface (CLI) leveraging Python and NLP libraries (NLTK/spaCy) to interpret natural language commands and execute corresponding system actions, enhancing user interaction and command accessibility. Implemented command parsing, intent recognition, and dynamic response handling for a seamless CLI experience.
• Developed an autonomous vehicle collision avoidance system using game theory to model multi-agent interactions, optimizing strategic decision-making through Nash equilibrium solutions and dynamic constraint management
  
  

A Review on Blockchain Technology with Artificial Intelligence:This paper explores the synergistic potential of Blockchain and Artificial Intelligence (AI)technologies. It analyzes how these technologies can work together to revolutionize datamanagement across various industries. The paper discusses Blockchain and AI individually,highlighting their strengths in decentralized data storage and intelligent decision-making,respectively. https://ieeexplore.ieee.org/abstract/document/10434660 

Sentiment analysis of Covid vaccine myths using various data visualization tools: this research investigated vaccine hesitancy and anti-vaccination attitudes on social media (Reddit) By analyzing a large dataset using natural language processing (NLTK) and datavisualization libraries(Matplotlib, pandas, word cloud), the study identified a neutral majorityregarding vaccinations. This highlights the vulnerability of neutral opinions to manipulation by online disinformation, and the findings contribute to understanding social media's influence on public health decisions https://publications.eai.eu/index.php/phat/article/view/5639