Asmit Kumar Tyagi

I am a Computer Science graduate with a strong interest in computers and software. I have a curious mind and a strong work ethic. I am task-driven and always aim to complete any work I start with perfection. I am looking for an opportunity to apply my knowledge and skills in a practical setting. I am especially interested in cybersecurity, as everything is now online and security is a major concern. I am also interested in AI and machine learning, as they are rapidly growing fields with great future potential. I have experience working on research projects and can work well with a team. I am able to handle multiple tasks at once and meet deadlines effectively.

• Market Minds
  Technologies: Python, TensorFlow, Keras, NumPy, Pandas, Matplotlib
  Skills: Deep learning, time series forecasting, data analysis, stock market modeling
  Developed a stock price prediction system using Artificial Neural Networks (ANN), Convolutional Neural Networks (CNN), and Long Short-Term Memory (LSTM) models. The project focuses on forecasting trends and identifying relationships between different stocks.
• Signature Forgery Detection
  Technologies: Python (pure math operations), NumPy (optional), Matplotlib
  Skills: Custom CNN architecture, image processing, feature extraction, clustering algorithms
  Designed and implemented a custom Convolutional Neural Network (CNN) with a tailored kernel to detect forged handwritten signatures. Integrated clustering models for enhanced signature feature analysis and verification using mathematical operations without external libraries.
• Library Management System
  Technologies: React.js, Node.js, Express.js, PostgreSQL, JavaScript, HTML, CSS
  Skills: Full-stack web development, RESTful API design, database management, user interface design
  Built a full-stack web application to manage library operations efficiently. Utilized React for the frontend, Node.js and Express.js for the backend, and PostgreSQL as the database to handle records and transactions.