Suraj Majumder

Enthusiastic and highly skilled Computer Science and Engineering student with a strong academic record, currently pursuing a B.Tech degree from Adamas University. Demonstrates expertise in data science, machine learning, and deep learning through various internships and projects. Adept at developing machine learning models. Proficient in multiple programming languages and web technologies, with advanced skills in Python, Java, HTML, CSS, and SQL. Experienced in content creation, transcription, and data entry, showcasing a versatile skill set. Possesses excellent written and spoken proficiency in English and Bengali, and strong analytical and problem-solving abilities. Seeking opportunities to leverage technical knowledge and practical experience in a dynamic and growth-oriented environment.

Title: Fake News Detection System

Duration: January 2024 – June 2024

Technical Skills:

• Programming Languages: Python (Expert), React (Proficient), Node.js (Proficient), HTML (Skilled), CSS (Skilled), Flask (Skilled)
• Databases: MongoDB (Proficient)
• Machine Learning Libraries: TensorFlow (Proficient), PyTorch (Proficient), scikit-learn (Proficient)
• NLP Libraries: NLTK (Proficient), spaCy (Proficient)

Summary:

Developed and deployed a web application for real-time fake news detection using machine learning and natural language processing (NLP). Leveraged the BERT Transformer model for high accuracy in identifying misinformation. Built a user-friendly interface (UI) using React and Node.js for broad user adoption. This project aimed to empower individuals with media literacy and enhance trust in information sources.

Key Achievements:

• Implemented machine learning models (BERT, LSTM) for fake news classification.
• Performed data collection, preprocessing, exploration, and feature engineering.
• Designed and implemented a web application using React and Node.js for real-time analysis.
• Analyzed the distribution of fake and real news, identified common word usage patterns, and evaluated model performance.

Impact:

This project contributes to the fight against misinformation and fosters a well-informed society by providing a user-friendly tool to detect fake news.

Gaming: Video games are an incredibly creative and engaging hobby for me. Modern games often have rich storytelling, beautiful graphics, and innovative gameplay mechanics that allow me to immerse myself in other worlds. Gaming can also be a very social experience, whether I'm playing multiplayer games with friends or joining online communities around my favorite titles.

Music Production: The ability to create and produce my own music is an amazing creative outlet for me. With modern digital audio workstations and the wealth of virtual instruments available, I can compose entire tracks from just a computer. Music production allows me to express myself artistically while also diving deep into the technical aspects of audio engineering, sound design, and arrangement.

ML Model Testing: As someone interested in machine learning, testing and evaluating different models is fascinating to me. LLM powers so many modern technologies, so analyzing model performance, looking at outputs, and trying to improve accuracy becomes an intriguing puzzle for me to solve. It likely involves me exploring different architectures, optimizing hyperparameters, and testing models on diverse data sets. Model testing ultimately helps me advance the field.