Computer Engineering student at KICSIT (affiliated with IST) and Junior Python Developer at ESGnie Pvt. Ltd. Passionate

Naila Shehzadi  • Peerlist

This project focuses on implementing an adaptive filter using the Least Mean Squares (LMS) algorithm to remove echo from speech signals. The methodology involved: Generating an artificial echo by introducing a delay and attenuation to the original speech signal. Applying an LMS adaptive filter to estimate and subtract the echo. Producing a cleaned speech signal with reduced echo. Results: The LMS algorithm effectively minimized the echo, improving speech clarity. Frequency spectrum analysis confirmed the reduction of unwanted echo components. Future Enhancements: Implementing real-time echo cancellation for live applications. Exploring advanced filtering techniques such as Recursive Least Squares (RLS). Enhancing noise robustness for better performance in complex environments. This project demonstrates the effectiveness of adaptive filtering techniques in speech signal processing, with applications in telecommunications, video conferencing, and AI-based voice systems.

Adaptive Filter for Echo Cancellation using L

Efficiently manage library operations using C++ with advanced data structures and algorithms. Perform tasks such as adding, displaying, searching, borrowing, and returning books effortlessly. Seamlessly track book availability and borrower details for optimal resource management. Designed to streamline library operations and enhance user satisfaction. Ideal for libraries looking to implement robust organizational systems.

Advanced Library Management System in C++

This C++ program is a train ticket booking system with built-in input validation. It includes the following features: Cursor Control: The gotoxy function helps move the cursor to specific positions on the console screen. Validation Functions: The program has functions to validate user input like PIN, name, ID, date, age, and gender. Booking Management: A booking class handles travel details including travel date, source, destination, departure time, and arrival time. User Interface: It provides a console-based interface for users to enter details and book tickets. Windows Integration: Utilizes Windows-specific libraries for cursor positioning and console management.

Airline Reservation System using Object-Orien

In this project, I created an interactive audio player using HTML, CSS, and embedded audio files. The design features stylish audio cards with a responsive layout and smooth hover animations. The project includes custom fonts, background gradients, and shadow effects to enhance the visual appeal. Each audio track is easily accessible, providing a user-friendly experience.

Audio Music Project

Short Description: "BookHub is an easy-to-use book collection app where users can sign up, sign in, add and remove books, and manage their collection. All data is stored locally for a seamless experience." Key Features to Include: Sign Up / Sign In: Users will create an account, login, and authenticate their sessions. Add/Remove Books: Users can add books to their collection and remove them as needed. Sign Out: Users can log out from the app, clearing their session. Local Storage: Data for users and books is stored in the local storage, ensuring persistence even after refreshing the page. Visually Appealing Design: Utilize Material-UI components to ensure the app is visually clean and user-friendly. Structure & Components Overview: App.js: Main container, routing, and state management. SignUp.js: Form for user registration. SignIn.js: Form for user login. Dashboard.js: The user's main interface to view, add, and remove books. Book.js: Displays a single book. Navbar.js: Navigation bar for sign-in/sign-out options.

Book Collection App (React, HTML, CSS, JavaSc

Explore the intricacies of 4-bit shift registers in digital logic design, comparing and contrasting SISO, PISO, SIPO, and PIPO types. Dive into hardware implementation and Proteus simulation to understand their functionality and significance in digital systems.

Design and Implementation of 4-Bit Shift Regi

This project showcases a detailed design of a double-building house complex created using AutoCAD. It includes floor plans, elevations, and sections, emphasizing functional layout, aesthetic design, and structural integrity. The design integrates modern architectural elements with practical living spaces, ensuring a comfortable and efficient residential environment.

Double-Building House Complex Using AutoCAD

Overview: In this project, I addressed the challenges of managing traffic in a medium-sized corporate network with multiple departments (Finance, Sales, HR, IT) spread across different floors. The solution involved: VLANs: Implementing VLANs to segment departmental traffic, ensuring efficient bandwidth utilization and traffic isolation. Dynamic Routing: Using OSPF (Open Shortest Path First) to dynamically manage routing between VLANs for optimized traffic flow and to prevent bandwidth bottlenecks. Steps Taken: 1. Network Design in Cisco Packet Tracer I used Cisco Packet Tracer to design the network, which included: Switches: Configured for VLAN segmentation. Routers: Configured with OSPF for dynamic routing. PCs: Assigned IP addresses according to VLAN configurations. Key Observations and Output: Efficient VLAN Segmentation: Each department’s traffic was isolated, ensuring no interference. Dynamic Routing: OSPF adjusted routes automatically based on network changes, reducing bottlenecks. Bandwidth Utilization: Optimized due to VLAN-based traffic segmentation and OSPF’s dynamic path selection. Conclusion: This project demonstrates how VLAN segmentation and dynamic routing with OSPF can solve real-world network challenges by improving traffic management and bandwidth utilization.

Dynamic Network Design for Optimized Traffic 

Controlling LEDs via Bluetooth on an Arduino allows for remote on/off control, brightness adjustment, and color changes using a Bluetooth-enabled device. Commands sent to the Arduino through a Bluetooth module manage these functions. Depending on the code and circuit used, additional effects like strobe or feedback monitoring can be implemented. This setup enhances flexibility and convenience for various applications, from home automation to art installations.

Employing an Arduino to control Bluetooth-ena

An Enterprise Resource Planning (ERP) system is a Windows-based application that integrates all modules and functionalities of a college system into one platform. Managed by the administrator, it provides secure access to students and faculty via user IDs and passwords, ensuring streamlined and efficient operations. Development Software: Visual Studio Database Server: SQL Server Language: VB.NET Technology: Web Form, Desktop Application This ERP system will provide following main Modules: Login Page Admission Module Teacher Module Student Module Fees Module Transport Module College Information Module

ERP system for KIT college

Accurate cardiac health monitoring is crucial. We used MATLAB to generate a 10-second synthetic ECG signal, adding baseline wander and Gaussian noise for realism. Preprocessing involved median and moving average filters for clean data. R-peaks were detected, and heart rate was calculated from RR intervals. This method enhances cardiac health technologies by ensuring reliable heart rate monitoring.

Generating and Analyzing Synthetic ECG Signal

This project features a responsive and user-friendly calculator designed using HTML, CSS, and JavaScript. The calculator offers basic arithmetic operations, including addition, subtraction, multiplication, and division, along with percentage and decimal functions. The interface is clean and modern, with interactive buttons that respond to user actions. A large display shows the input and results, while the layout adjusts seamlessly to different screen sizes, providing an optimal experience on both desktop and mobile devices.

Modern Interactive Calculator with Responsive

Discover a multi-function calculator program in assembly language. Perform basic operations like addition, multiplication, division, and subtraction effortlessly. Calculate factorials, squares, and convert binary numbers to decimal. Includes handy features for incrementing and decrementing values. Experience efficient and straightforward computation with this user-friendly assembly language application.

Multi-Function Calculator in Assembly Languag

The Professional Resume Builder is a sophisticated web application designed to simplify the process of creating and customizing high-quality resumes. Featuring a responsive design, the platform ensures an optimal user experience across all devices. Users can effortlessly sign up, sign in, and generate resumes by filling out a comprehensive form with personal and professional details. The tool offers dynamic content display and provides options for reviewing, editing, and downloading the final resume. With a focus on usability and aesthetic appeal, this resume builder is ideal for job seekers looking to present their qualifications in a polished, professional manner.

Professional Resume Builder with Responsive D

This project aims to create a simple quiz game with a user-friendly interface. It allows users to answer multiple-choice questions on various topics, track their scores, and compare them with others. The system stores questions in a binary file and allows users to add or modify questions. It's an interactive and educational tool designed for engaging learning experiences

Quiz Game Using  C++

This project showcases a responsive image gallery featuring a sleek design and smooth navigation. Users can explore a collection of 15 images with easy-to-use controls for moving between images or jumping directly to a specific one. The gallery automatically adjusts to different screen sizes, ensuring an optimal viewing experience on both desktop and mobile devices. With a welcoming introduction that fades out after a few seconds, this gallery provides an interactive and visually appealing way to display images using HTML, CSS, and JavaScript.

Responsive Image Gallery with Smooth Navigati

Efficiently manage student records using Object-Oriented Programming (OOP) principles in C++. Add, display, search, update, and delete student data effortlessly. Includes essential student details: roll number, name, enrollment number, status, admission year, fees, attendance, performance, health status, and extracurricular activities. Ensures precision and reliability in student information management. Designed for ease of use and robust data handling in educational environments.

Student Data Management Using OOP in C++

What Is This Project? A high-tech twist on Tic Tac Toe! Play against friends or an AI with glowing visuals, smart strategies, and power-ups. Every match feels like an adventure! What Makes It Special? 1️⃣ Play Your Way Choose from 3x3, 4x4, 5x5, or 7x7 grids for more strategy. Timed Mode: Race against the clock (20–110 sec). Pick symbols: ⚔️ (attack), 🔮 (magic), 🏹 (speed)—each has unique strengths! 2️⃣ Smart AI Opponent Easy: Makes mistakes. Medium: Balanced challenge. Expert: Nearly unbeatable, predicts moves! 3️⃣ Cool Visuals & Sounds Neon-lit cyber grids. Epic win animations with particle effects. Futuristic sounds & intense timed mode ticking. 4️⃣ Battle Friends or Go Solo 2-Player Mode: Play side-by-side. Track Progress: Wins, losses, and achievements like "Speed Demon" (fast win). How It Works AI uses the minimax algorithm to predict moves. CSS animations create a cyberpunk feel. Works on phones, tablets, and PCs—no downloads! Who’s It For? 🎮 Casual Gamers – Quick 5-min matches. 🧠 Strategy Lovers – Bigger grids, timed challenges. 📚 Teachers/Students – Learn AI in a fun way! Fun Scenarios ⏳ Beat the Clock: Win 7x7 timed mode. 🔮 Symbol Strategy: Use magic to block AI. 🏆 Best of 3: Challenge a friend to a tournament. Future Updates 🌍 Online Multiplayer 👑 Boss Battle Story Mode 📱 3D Grid View Final Pitch "It’s the Tic Tac Toe you love—on steroids! Whether for fun or brain training, this neon showdown is addictive." Ready? Grab a friend, pick a symbol, and start battling! 🕹️✨

Ultimate Tic Tac Toe Battle

🔹 Description VoiceSchedule Pro is an AI-powered web application designed to simplify meeting management through natural voice commands. The platform integrates advanced voice recognition, real-time analytics, and a fully responsive user interface to deliver an efficient and user-friendly scheduling experience for professionals. 🔹 Key Features Voice Command Scheduling – Allows users to schedule meetings using voice input in over 10 supported languages. Smart Meeting Management – Supports recurring meetings, priority levels, and categorized scheduling. Analytics Dashboard – Provides visual insights into meeting frequency, peak hours, and AI interaction trends. Modern UI/UX – Includes responsive design, theme switching (light/dark mode), and smooth animations. Data Export – Enables users to export meeting data in JSON, CSV, and PDF formats. Smart Notifications – Delivers non-intrusive browser and in-app reminders. Secure and Local Storage – Ensures data privacy by storing information locally with no external dependencies. 🔹 Tech Stack Frontend: HTML5, CSS3, JavaScript, Chart.js Backend: Node.js, Express.js, TypeScript Voice Engine: Web Speech API