Built a responsive notes web application using HTML, CSS, and JavaScript, focusing
on semantic structure, modern styling, and interactive user functionality.
Implemented DOM manipulation, event handling, and local storage to
dynamically create, manage, and persist user notes while improving overall user experience.
Login/Signin Page | HTML, CSS, JavaScript:
Designed and developed a login and signup interface using HTML and CSS, with a focus on
clean layout, accessibility, and responsive design.
Implemented form validation and authentication logic using JavaScript, handling user
input, error feedback, and basic security practices.
Pricing Table Website | HTML, CSS:
Designed and developed a responsive pricing table component for comparing service
tiers, focusing on clear visual hierarchy and usability.
Implemented CSS Flexbox/Grid for layout, hover effects for interactivity, and consistent
styling across pricing cards.
Applied UI/UX principles such as spacing, typography, and call-to-action emphasis to
improve readability.
Candy Museum Ticket Website | HTML, CSS:
Built a static ticket booking website for a themed museum, featuring pricing sections,
ticket information, and user-friendly layout.
Created a mobile-responsive design using semantic HTML and modern CSS to ensure
accessibility and cross-device compatibility.
Coursework Projects
Python Data Analysis Project – Chess.com API | Python:
Developed a Python program to collect and analyze data from the Chess.com API,
selecting 2,000 players across blitz and bullet modes.
Estimated and visualized draw-rate percentages to identify performance patterns and
statistical trends.
Applied data cleaning and API handling techniques for accurate dataset generation.
Text Mining and Deep Learning Project – Sentiment Analysis on Reddit Posts | Python:
Trained and evaluated machine learning models for sentiment analysis using real Reddit
post datasets.
Applied data mining techniques: Bag of Words, Term Frequency, K-Means Clustering,
Naive Bayes, and K-Nearest Neighbors.
Measured similarity through Cosine and Manhattan distance metrics to improve text
classification accuracy.
Cybersecurity and Ethical Hacking Projects:
Explored web application OWASP Juice Shop for vulnerabilities through SQL
injections, Cross-Site Scripting (XSS), and collision attacks.
Utilized Kali Linux tools for penetration testing and network analysis on a virtual machine
through use of terminal:
Nmap / Zenmap: Network scanning and host discovery.
Wireshark: Packet capture and traffic analysis.
Hydra: Brute-force password testing for authentication systems.
John the Ripper / Hashcat: Password cracking and hash recovery exercises.
