News Summarization using NLP & Deep Learning
Developed a text summarization model using NLP and TensorFlow/Keras on 10,000+ news articles.
Preprocessed data using spaCy and regex, optimized vocabulary with tokenization and rare word filtering.
Trained a BiLSTM model with word embeddings and sequence padding.
GitHub
AI-Generated Text Detection Using DistilGPT-2 and BERT
Collaborated on developing and evaluating generative (DistilGPT-2) and discriminative (BERT) transformer models to classify AI-generated vs. human-written text with 99% accuracy.
Enhanced interpretability using linguistic metrics like perplexity, readability, and burstiness.
On-Demand Roadside Legal & Insurance Services Platform
HackAP Hackathon| Blockchain Payments Developer
Built a secure escrow system using Ethereum smart contracts on Remix IDE for 100% transparent legal transactions. Integrated MetaMask wallet and Ganache, speeding up on-chain transactions. Worked with a 4-member team to build a lawyer bidding system with location-based matching and an AI chatbot.
Built a secure escrow system using Ethereum smart contracts on Remix IDE for 100% transparent legal transactions. Integrated MetaMask wallet and Ganache, speeding up on-chain transactions. Worked with a 4-member team to build a lawyer bidding system with location-based matching and an AI chatbot.
Split Smart
Developed a robust software solution in Java using the MVC architecture and Spring Boot JPA.
Integrated core features such as secure password encryption.
Gained hands-on experience and deeper understanding of enterprise-level software development practices.
Hardware & IoT Projects – Arduino & Raspberry Pi
Spearheaded a team of 6 to design and deploy two real-time systems: a Smart Stick for the Visually Impaired and a Driver Drowsiness Detection System.
Integrated machine learning logic with sensor data using Arduino and Raspberry Pi, incorporating real-time signal processing for actionable outputs.
Course Registration Application
Managed and supervised a team of 4 in building a course registration platform using Java and NetBeans.
The application includes a Java GUI, multi-user login functionality, and file-based data storage.
Successfully delivered the application within 1.5 months during the 2nd semester.
Employee Payroll System (EPS)
A Java-based enterprise application developed using embedded JFrames. The system enables HR and Finance departments to manage employee records, track attendance, and generate payroll. Integrated secure login, modular functionality, and dynamic interfaces for Admin, HR, and Finance roles. Includes attendance and salary computation, employee history, and automated payslip generation with deductions and overtime calculations.