Portfolio
Check out my featured projects
AI-powered conversational software that enables seamless voice-based interactions by answering questions, controlling smart devices, providing general assistance, scheduling tasks, and managing reminders. It utilizes NLP to interpret complex queries, adapts responses based on context, and integrates with various platforms for versatile functionality & thoroughly enhancing user engagement and productivity through intuitive voice interactions.
A sophisticated project utilizing K-Means Clustering and geolocational data analysis. Seamlessly integrating student survey data, it offers personalized accommodation recommendations based on nuanced factors like food preferences, nutrition, and personal preferences. Experience a seamless transition to Ahmedabad with tailored living solutions, ensuring optimal comfort, convenience, and confidence in your housing choice.
Entailed in-depth analysis of operational trends and user behavior, providing actionable insights for strategic optimization. Key findings include real-time job review trends, throughput stability via a 7-day rolling average, language share analysis, and data integrity enhancement. User behavior insights covered weekly interaction metrics, acquisition timelines, retention trends and email optimization, fostering a data-driven culture and competitive advantage.
This initiative introduces a third-party counselling web app featuring MCQ slider tests to assess user needs accurately and connects them with diverse experts, offers curated blogs and articles authored by professionals, providing comprehensive support through chat, video, and audio counseling sessions. Users benefit from personalized advice and resources tailored to their individual needs, promoting a holistic approach to mental health care and support.
An advanced solution for proactive DOS attack detection and SQL Injection prevention. Leveraging algorithms and stringent validation techniques, it ensures robust security for n/w and databases. With dynamic threat detection capabilities and comprehensive security protocols, it offers unparalleled protection against cyber threats. Seamlessly integrating into existing infrastructure, it minimizes operational disruptions while maximizing security posture.
Utilized encryption algorithms like AES, DES, RSA for image ensuring secure transmission of
sensitive information. Delved into the basics by implementing scan and XOR-based encryption techniques, coupled
with key generation and decryption processes.
Ventured further, unraveling hidden messages concealed within images. Employed advanced algorithms like LSB, BCPS,
and CSSIS to extract encoded information from images, ensuring the secure retrieval of covertly communicated
data. Through reverse steganography, gain insights into the techniques used to conceal sensitive information and
develop strategies to detect and decipher hidden messages effectively..
Crafted with Axiom.ai and BeautifulSoup (bs4) for structured data extraction. Features include customizable rules, dynamic content handling, error monitoring, and scalability, ensuring efficient data collection. Additional capabilities such as output formats, user-friendly interface, proxy rotation, and advanced data processing enhance usability and anonymity, catering to diverse business needs.
Utilized Exploratory Data Analysis (EDA) techniques to enhance risk assessment for loan defaults. Employing functions strategically to manage and visualize gaps, alongside robust statistical tools for outlier detection, it identifies key indicators for loan default, refining precision in subsequent analyses. Uncovering imbalances in loan outcomes prompts corrective measures, empowering risk assessment and judicious decision-making in loan approvals, marking a significant advancing lending strategies.
Designed to monitor and record keystrokes on a computer discreetly. It captures all text entered into applications and websites, logging it to a file for later analysis. Features include seamless operation in the background, encryption of logged data for security, and options for remote access to view recorded keystrokes. Serves as a tool for monitoring user activity in controlled environments, emphasizing privacy considerations and ethical usage practices.
Undertook advanced SQL analysis to meticulously examine Instagram user engagement. The derived insights inform strategic decisions in marketing, product development, and user experience optimization, revealed insights over top hashtags, optimal ad launch days, bot detection. These findings empower brands to enhance community engagement and marketing strategies while upholding platform integrity, underscoring the critical importance of data-driven strategies and maintaining platform integrity.
A Robust facial recognition system for user authentication, widely applicable in exam proctoring, KYC processing, and mobile devices. Leveraging OpenCV, Python and Flask the system detects faces in real-time, analyzing facial geometry to generate a unique faceprint for each user & facilitates seamless integration extending to video call face detection & authentication in meetings, exams, and law enforcement. Also serves dynamic faceprint generation and DB matching algorithms, ensuring accurate and reliable identification.
Utilized advanced analytics to refine pricing and product development for a car manufacturer. Analysis uncovered strong consumer preferences for Luxury and Performance cars, emphasizing demand for premium segments. Regression analysis identified key pricing variables and highlighted disparities across manufacturers, alongside a trade-off between cylinder count and highway MPG. These insights optimized pricing strategy and enhanced data-driven decision-making in the dynamic automotive sector.
Involves the development of a WhatsApp-compatible APK for stickers, encompassing design, metadata preparation, and integration using WhatsApp's sticker API. It ensures a seamless user experience for adding custom sticker packs.
ML model harnessing advanced regression techniques and conducts comprehensive data analysis to provide precise and dependable property valuations. It leverages sophisticated algorithms and thorough data scrutiny to enhance the accuracy and reliability of property valuation predictions.
This project for a multinational corporation refined recruitment strategies by addressing missing data, streamlining categories, and managing outliers. Key insights included balanced gender distribution, precise salary benchmarks, and detailed salary trend analysis. Visualizations illustrated workforce composition by department and position tier. These data-driven insights optimize hiring practices, foster diversity, and inform strategic decisions for workforce management.
It Investigates the determinants of IMDb success by analyzing genres, durations, languages, directors, and budgets. It reveals intricate correlations, such as influential genres and directors, furnishing actionable recommendations for stakeholders. Informed decision-making rooted in data analytics can profoundly impact a film's success, enriching my capabilities for sophisticated decision-making in the dynamic film industry landscape.
Engineered an image generation system inspired by DALL-E, integrating cutting-edge deep learning methodologies to produce diverse visual content from textual prompts. This innovative solution, designed for scalability and user-centricity, includes an additional feature enhancing customization options, thereby revolutionizing creativity across industries, from design and marketing to entertainment and education.
Designed a Java-based note-taking app leveraging Firebase for multimedia storage, featuring enhanced user experience through customization and priority-based sorting, supporting music, photos, and files.
Designed for seamless integration across multiple PCs on a network with a central database. Features include receipt printing, barcode product search, comprehensive staff account management, product and category organization, basic stock management, open tabs for orders, a detailed customer database, and transaction history. The app offers real-time sales tracking, detailed reporting and analytics, multiple payment methods, and integration with accounting software, all within a user-friendly interface.
The Python app comprising of mini apps such as :
•Bulk email sending from CSV files;•PDF Password Protection;
•Fetching all links from a webpage;•Image watermarking;
•Capturing screenshots at regular intervals;•Resume builder;
•Web Scraping YouTube Comments;•Speed Test functionalities.
•MP4 to MP3 Conversion;•Audio Visualization tool;
•Notepad;•Brightness control with hand detection using OpenCV;
•Finding IMDB ratings;•Scraping and downloading Images from Web Pages;
•File splitting into chunks;•Text encryption and decryption.
This project elucidates the foundational principles for constructing an efficient Virtual DOM, encapsulated in approx 50 lines of code. It involves an in-memory abstraction of the real DOM for streamlined manipulation. The differential updating algorithm compares old and new Virtual DOM trees, identifying discrepancies and implementing only essential updates to the real DOM. This approach ensures optimal performance and highlights the sophistication of a minimalistic Virtual DOM methodology.
A GPay clone application, incorporating secure payments, robust user authentication, detailed transaction history, and seamless bank account integration. Key features include QR code scanning for quick payments, support for utility bill payments, real-time notifications, a user-friendly interface, and multi-language support. Built with React Native for a responsive mobile experience, Node.js and Express for efficient server-side logic, and MongoDB for data management. Enhanced security with encryption protocols ensures user data and transactions are protected.
Crafted a DNS server in Node.js, utilizing its capabilities to efficiently handle DNS requests while maintaining security protocols. This project underscores a comprehensive grasp of network security principles and server architecture, showcasing expertise in meticulous, secure system design and implementation.
Crafted a versatile JavaScript signature app featuring canvas-based signing, with functionalities including clear/reset, save/export (JPG, PDF), resize, color selection, undo/redo, mobile compatibility, file import, and multi-signature support. Authentication ensures signer identity integrity, demonstrating expertise in front-end development and user-centric design.
Engineered a versatile custom mapping application featuring robust functionalities such as search, routing, geolocation, real-time updates. Leveraging Folium's interactive mapping capabilities, the application includes features like dynamic marker placement, customizable popups & heatmaps, ensuring seamless navigation across diverse use cases while prioritizing user experience and reliability. Other features include integration with external data sources, customizable map layers and interactive user feedback mechanisms.
A sleek microblogging platform built entirely with Flask. With user authentication at its core, users can securely log in, create personalized profiles, and share thoughts through dynamic blog posts. Explore the platform's interactive features, including real-time comment sections and customizable post categories, highlights a user-friendly interface designed for seamless navigation and engagement.
Engineered a basic compiler in Ruby, employing a tokenizer, parser, and code generator for readability and comprehension. Transformed custom language code into executable JavaScript, emphasizing clarity over speed. Demonstrated compiler architecture and language intricacies with software engineering prowess honed through in-depth exploration of language internals and intricate compilation techniques.
Explore the boundless possibilities of creativity on an intuitive drawing journey with aair-motion-tracked colored markers. Benefit from real-time color detection, precise contour tracking, seamless drawing functionalities, customizable brush options, layer support, export/import features, and collaborative drawing capabilities for limitless artistic expression.